Classification Summative:Prediction of Bank Personal Loan Upsell
Amber Chang
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EDA
banks <- readr::read_csv("bank_personal_loan.csv")Rows: 5000 Columns: 13── Column specification ──────────────────────────────────────────────────────────────────────────────────────────────────────────
Delimiter: ","
dbl (13): Age, Experience, Income, ZIP.Code, Family, CCAvg, Education, Mortgage, Personal.Loan, Securities.Account, CD.Account...
ℹ Use `spec()` to retrieve the full column specification for this data.
ℹ Specify the column types or set `show_col_types = FALSE` to quiet this message.#View(banks)
library(corrplot)corrplot 0.92 loadedcorrelation_matrix <- cor(banks)
# Print correlation matrix
corrplot(correlation_matrix, method = "color",
type = "upper", order = "hclust",
tl.col = "black", tl.srt = 45)
library("GGally")Loading required package: ggplot2
Registered S3 method overwritten by 'GGally':
method from
+.gg ggplot2library("dplyr")
Attaching package: ‘dplyr’
The following objects are masked from ‘package:stats’:
filter, lag
The following objects are masked from ‘package:base’:
intersect, setdiff, setequal, unionbanks$Personal.Loan <- as.factor(banks$Personal.Loan)
ggpairs(banks |>
select( Personal.Loan, Family,CCAvg,Mortgage,Income, Education,CD.Account),
aes(color = Personal.Loan)
)
library("skimr")Registered S3 methods overwritten by 'htmltools':
method from
print.html tools:rstudio
print.shiny.tag tools:rstudio
print.shiny.tag.list tools:rstudioskimr::skim(banks)── Data Summary ────────────────────────
Values
Name banks
Number of rows 5000
Number of columns 13
_______________________
Column type frequency:
factor 1
numeric 12
________________________
Group variables None banks$Personal.Loan <- as.factor(banks$Personal.Loan)
banks$CreditCard <- as.factor(banks$CreditCard)
banks$Online <- as.factor(banks$Online)
banks$CD.Account <- as.factor(banks$CD.Account)
banks$Securities.Account <- as.factor(banks$Securities.Account)
#banks$ZIP.Code <- as.factor(banks$ZIP.Code)
#banks$Family <- as.factor(banks$Family)
#banks$Education <- as.factor(banks$Education)DataExplorer::plot_bar(banks,ncol=3)Registered S3 method overwritten by 'htmlwidgets':
method from
print.htmlwidget tools:rstudio
DataExplorer::plot_histogram(banks,ncol=3)
DataExplorer::plot_boxplot(banks, by="Personal.Loan",ncol=3)
library("data.table")data.table 1.15.0 using 1 threads (see ?getDTthreads). Latest news: r-datatable.com
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This installation of data.table has not detected OpenMP support. It should still work but in single-threaded mode.
This is a Mac. Please read https://mac.r-project.org/openmp/. Please engage with Apple and ask them for support. Check r-datatable.com for updates, and our Mac instructions here: https://github.com/Rdatatable/data.table/wiki/Installation. After several years of many reports of installation problems on Mac, it's time to gingerly point out that there have been no similar problems on Windows or Linux.
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Attaching package: ‘data.table’
The following objects are masked from ‘package:dplyr’:
between, first, lastlibrary("mlr3verse")Loading required package: mlr3
Attaching package: ‘mlr3’
The following object is masked from ‘package:skimr’:
partition###Task and Resampling
set.seed(212) # set seed for reproducibility
loan_task <- TaskClassif$new(id = "Bank_Loan",
backend = banks, # <- NB: no na.omit() this time
target = "Personal.Loan",
positive = "1")cv5 <- rsmp("cv", folds = 5)
cv5$instantiate(loan_task)lrn_baseline <- lrn("classif.featureless", predict_type = "prob")
lrn_cart <- lrn("classif.rpart", predict_type = "prob")
lrn_svm <- lrn("classif.svm", predict_type = "prob")
pl_svm <- po("encode") %>>%
po(lrn_svm)
lrn_qda <- lrn("classif.qda", predict_type = "prob")res <- benchmark(data.table(
task = list(loan_task),
learner = list(lrn_baseline,
lrn_cart,
pl_svm,
lrn_qda
#lrn_ranger,
#lrn_xgboost
),
resampling = list(cv5)
), store_models = TRUE) INFO [20:42:20.578] [mlr3] Running benchmark with 20 resampling iterations
INFO [20:42:20.610] [mlr3] Applying learner 'classif.featureless' on task 'Bank_Loan' (iter 1/5)
INFO [20:42:20.625] [mlr3] Applying learner 'classif.featureless' on task 'Bank_Loan' (iter 2/5)
INFO [20:42:20.634] [mlr3] Applying learner 'classif.featureless' on task 'Bank_Loan' (iter 3/5)
INFO [20:42:20.642] [mlr3] Applying learner 'classif.featureless' on task 'Bank_Loan' (iter 4/5)
INFO [20:42:20.651] [mlr3] Applying learner 'classif.featureless' on task 'Bank_Loan' (iter 5/5)
INFO [20:42:20.859] [mlr3] Applying learner 'classif.rpart' on task 'Bank_Loan' (iter 1/5)
INFO [20:42:20.876] [mlr3] Applying learner 'classif.rpart' on task 'Bank_Loan' (iter 2/5)
INFO [20:42:20.891] [mlr3] Applying learner 'classif.rpart' on task 'Bank_Loan' (iter 3/5)
INFO [20:42:20.907] [mlr3] Applying learner 'classif.rpart' on task 'Bank_Loan' (iter 4/5)
INFO [20:42:20.923] [mlr3] Applying learner 'classif.rpart' on task 'Bank_Loan' (iter 5/5)
INFO [20:42:20.939] [mlr3] Applying learner 'encode.classif.svm' on task 'Bank_Loan' (iter 1/5)
INFO [20:42:21.337] [mlr3] Applying learner 'encode.classif.svm' on task 'Bank_Loan' (iter 2/5)
INFO [20:42:21.725] [mlr3] Applying learner 'encode.classif.svm' on task 'Bank_Loan' (iter 3/5)
INFO [20:42:22.115] [mlr3] Applying learner 'encode.classif.svm' on task 'Bank_Loan' (iter 4/5)
INFO [20:42:22.488] [mlr3] Applying learner 'encode.classif.svm' on task 'Bank_Loan' (iter 5/5)
INFO [20:42:22.877] [mlr3] Applying learner 'classif.qda' on task 'Bank_Loan' (iter 1/5)
INFO [20:42:22.894] [mlr3] Applying learner 'classif.qda' on task 'Bank_Loan' (iter 2/5)
INFO [20:42:22.910] [mlr3] Applying learner 'classif.qda' on task 'Bank_Loan' (iter 3/5)
INFO [20:42:22.926] [mlr3] Applying learner 'classif.qda' on task 'Bank_Loan' (iter 4/5)
INFO [20:42:22.941] [mlr3] Applying learner 'classif.qda' on task 'Bank_Loan' (iter 5/5)
INFO [20:42:22.964] [mlr3] Finished benchmarkModel Fitting
res<BenchmarkResult> of 20 rows with 4 resampling runsres$aggregate(list(msr("classif.ce"),
msr("classif.acc"),
msr("classif.auc"),
msr("classif.fpr"),
msr("classif.fnr")))Hidden columns: resample_result# eg get the trees (2nd model fitted), by asking for second set of resample
# results
trees <- res$resample_result(2)
# Then, let's look at the tree from first CV iteration, for example:
tree1 <- trees$learners[[1]]
# This is a fitted rpart object, so we can look at the model within
tree1_rpart <- tree1$model
# If you look in the rpart package documentation, it tells us how to plot the
# tree that was fitted
plot(tree1_rpart, compress = TRUE, margin = 0.1)
text(tree1_rpart, use.n = TRUE, cex = 0.7)
i=3
plot(res$resample_result(2)$learners[[i]]$model, compress = TRUE, margin = 0.1)
text(res$resample_result(2)$learners[[i]]$model, use.n = TRUE, cex = 0.8)
# Enable cross validation
lrn_cart_cv <- lrn("classif.rpart", predict_type = "prob", xval = 10)
res_cart_cv <- resample(loan_task, lrn_cart_cv, cv5, store_models = TRUE)INFO [20:42:23.232] [mlr3] Applying learner 'classif.rpart' on task 'Bank_Loan' (iter 1/5)
INFO [20:42:23.274] [mlr3] Applying learner 'classif.rpart' on task 'Bank_Loan' (iter 2/5)
INFO [20:42:23.312] [mlr3] Applying learner 'classif.rpart' on task 'Bank_Loan' (iter 3/5)
INFO [20:42:23.350] [mlr3] Applying learner 'classif.rpart' on task 'Bank_Loan' (iter 4/5)
INFO [20:42:23.393] [mlr3] Applying learner 'classif.rpart' on task 'Bank_Loan' (iter 5/5)i=5
rpart::plotcp(res_cart_cv$learners[[i]]$model)
NA
NAlrn_cart_cp <- lrn("classif.rpart", predict_type = "prob", cp = 0.011)
res <- benchmark(data.table(
task = list(loan_task),
learner = list(lrn_baseline,
lrn_cart,
lrn_cart_cp),
resampling = list(cv5)
), store_models = TRUE)INFO [20:42:23.494] [mlr3] Running benchmark with 15 resampling iterations
INFO [20:42:23.497] [mlr3] Applying learner 'classif.featureless' on task 'Bank_Loan' (iter 1/5)
INFO [20:42:23.505] [mlr3] Applying learner 'classif.featureless' on task 'Bank_Loan' (iter 2/5)
INFO [20:42:23.512] [mlr3] Applying learner 'classif.featureless' on task 'Bank_Loan' (iter 3/5)
INFO [20:42:23.520] [mlr3] Applying learner 'classif.featureless' on task 'Bank_Loan' (iter 4/5)
INFO [20:42:23.527] [mlr3] Applying learner 'classif.featureless' on task 'Bank_Loan' (iter 5/5)
INFO [20:42:23.536] [mlr3] Applying learner 'classif.rpart' on task 'Bank_Loan' (iter 1/5)
INFO [20:42:23.554] [mlr3] Applying learner 'classif.rpart' on task 'Bank_Loan' (iter 2/5)
INFO [20:42:23.573] [mlr3] Applying learner 'classif.rpart' on task 'Bank_Loan' (iter 3/5)
INFO [20:42:23.590] [mlr3] Applying learner 'classif.rpart' on task 'Bank_Loan' (iter 4/5)
INFO [20:42:23.606] [mlr3] Applying learner 'classif.rpart' on task 'Bank_Loan' (iter 5/5)
INFO [20:42:23.621] [mlr3] Applying learner 'classif.rpart' on task 'Bank_Loan' (iter 1/5)
INFO [20:42:23.637] [mlr3] Applying learner 'classif.rpart' on task 'Bank_Loan' (iter 2/5)
INFO [20:42:23.658] [mlr3] Applying learner 'classif.rpart' on task 'Bank_Loan' (iter 3/5)
INFO [20:42:23.673] [mlr3] Applying learner 'classif.rpart' on task 'Bank_Loan' (iter 4/5)
INFO [20:42:23.688] [mlr3] Applying learner 'classif.rpart' on task 'Bank_Loan' (iter 5/5)
INFO [20:42:23.704] [mlr3] Finished benchmarkres$aggregate(list(msr("classif.ce"),
msr("classif.acc"),
msr("classif.auc"),
msr("classif.fpr"),
msr("classif.fnr")))Hidden columns: resample_result# Create a pipeline which encodes and then fits an XGBoost model
lrn_xgboost <- lrn("classif.xgboost", predict_type = "prob")
pl_xgb <- po("encode") %>>%
po(lrn_xgboost)
lrn_svm <- lrn("classif.svm", predict_type = "prob")
pl_svm <- po("encode") %>>%
po(lrn_svm)
lrn_ranger <- lrn("classif.ranger", predict_type = "prob")
pl_ranger <- po("encode") %>>%
po(lrn_ranger)
# Now fit as normal ... we can just add it to our benchmark set
res <- benchmark(data.table(
task = list(loan_task),
learner = list(lrn_baseline,
pl_svm,
lrn_cart,
lrn_cart_cp,
pl_xgb,
pl_ranger
),
resampling = list(cv5)
), store_models = TRUE)INFO [20:42:24.052] [mlr3] Running benchmark with 30 resampling iterations
INFO [20:42:24.055] [mlr3] Applying learner 'classif.featureless' on task 'Bank_Loan' (iter 1/5)
INFO [20:42:24.062] [mlr3] Applying learner 'classif.featureless' on task 'Bank_Loan' (iter 2/5)
INFO [20:42:24.069] [mlr3] Applying learner 'classif.featureless' on task 'Bank_Loan' (iter 3/5)
INFO [20:42:24.076] [mlr3] Applying learner 'classif.featureless' on task 'Bank_Loan' (iter 4/5)
INFO [20:42:24.083] [mlr3] Applying learner 'classif.featureless' on task 'Bank_Loan' (iter 5/5)
INFO [20:42:24.090] [mlr3] Applying learner 'encode.classif.svm' on task 'Bank_Loan' (iter 1/5)
INFO [20:42:24.475] [mlr3] Applying learner 'encode.classif.svm' on task 'Bank_Loan' (iter 2/5)
INFO [20:42:24.856] [mlr3] Applying learner 'encode.classif.svm' on task 'Bank_Loan' (iter 3/5)
INFO [20:42:25.244] [mlr3] Applying learner 'encode.classif.svm' on task 'Bank_Loan' (iter 4/5)
INFO [20:42:25.621] [mlr3] Applying learner 'encode.classif.svm' on task 'Bank_Loan' (iter 5/5)
INFO [20:42:25.995] [mlr3] Applying learner 'classif.rpart' on task 'Bank_Loan' (iter 1/5)
INFO [20:42:26.010] [mlr3] Applying learner 'classif.rpart' on task 'Bank_Loan' (iter 2/5)
INFO [20:42:26.031] [mlr3] Applying learner 'classif.rpart' on task 'Bank_Loan' (iter 3/5)
INFO [20:42:26.047] [mlr3] Applying learner 'classif.rpart' on task 'Bank_Loan' (iter 4/5)
INFO [20:42:26.063] [mlr3] Applying learner 'classif.rpart' on task 'Bank_Loan' (iter 5/5)
INFO [20:42:26.078] [mlr3] Applying learner 'classif.rpart' on task 'Bank_Loan' (iter 1/5)
INFO [20:42:26.095] [mlr3] Applying learner 'classif.rpart' on task 'Bank_Loan' (iter 2/5)
INFO [20:42:26.110] [mlr3] Applying learner 'classif.rpart' on task 'Bank_Loan' (iter 3/5)
INFO [20:42:26.126] [mlr3] Applying learner 'classif.rpart' on task 'Bank_Loan' (iter 4/5)
INFO [20:42:26.142] [mlr3] Applying learner 'classif.rpart' on task 'Bank_Loan' (iter 5/5)
INFO [20:42:26.158] [mlr3] Applying learner 'encode.classif.xgboost' on task 'Bank_Loan' (iter 1/5)
INFO [20:42:26.230] [mlr3] Applying learner 'encode.classif.xgboost' on task 'Bank_Loan' (iter 2/5)
INFO [20:42:26.284] [mlr3] Applying learner 'encode.classif.xgboost' on task 'Bank_Loan' (iter 3/5)
INFO [20:42:26.343] [mlr3] Applying learner 'encode.classif.xgboost' on task 'Bank_Loan' (iter 4/5)
INFO [20:42:26.395] [mlr3] Applying learner 'encode.classif.xgboost' on task 'Bank_Loan' (iter 5/5)
INFO [20:42:26.491] [mlr3] Applying learner 'encode.classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:42:26.955] [mlr3] Applying learner 'encode.classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:42:27.407] [mlr3] Applying learner 'encode.classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:42:27.867] [mlr3] Applying learner 'encode.classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:42:28.317] [mlr3] Applying learner 'encode.classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:42:28.768] [mlr3] Finished benchmarkres$aggregate(list(msr("classif.ce"),
msr("classif.acc"),
msr("classif.auc"),
msr("classif.fpr"),
msr("classif.fnr")))Hidden columns: resample_result.
Hyperparameter Tuning
as.data.table(lrn("classif.ranger")$param_set)[,
.(id, class, lower, upper, nlevels)]NA
NAset.seed(123)
tuner=tnr("grid_search")
num_trees_range <- seq(from = 100, to = 500, by = 50)
alpha_range <- seq(from = 0, to = 1, by = 0.1)
learner= lrn("classif.ranger",
num.trees = to_tune(num_trees_range), # Number of trees to tune
mtry = to_tune(4,7), # Number of variables randomly sampled at each split
#min.node.size = to_tune(2, 10), # Minimum node size for a split
#splitrule = to_tune("gini"), # Splitting rule
alpha = to_tune(alpha_range)
#verbose=,
)
instance = ti(
task = loan_task,
learner,
resampling = rsmp("cv", folds = 5), # 3-fold cross-validation
measures = msr("classif.ce"), # Classification error
terminator = trm("none") # No early stopping
)
tuner$optimize(instance)INFO [20:42:29.384] [bbotk] Starting to optimize 3 parameter(s) with '<TunerGridSearch>' and '<TerminatorNone>'
INFO [20:42:29.387] [bbotk] Evaluating 1 configuration(s)
INFO [20:42:29.393] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:42:29.397] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:42:29.604] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:42:29.796] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:42:29.992] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:42:30.188] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:42:30.381] [mlr3] Finished benchmark
INFO [20:42:30.395] [bbotk] Result of batch 1:INFO [20:42:30.400] [bbotk]
INFO [20:42:30.401] [bbotk] Evaluating 1 configuration(s)
INFO [20:42:30.406] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:42:30.410] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:42:30.585] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:42:30.751] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:42:30.919] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:42:31.085] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:42:31.243] [mlr3] Finished benchmark
INFO [20:42:31.257] [bbotk] Result of batch 2:INFO [20:42:31.261] [bbotk]
INFO [20:42:31.262] [bbotk] Evaluating 1 configuration(s)
INFO [20:42:31.267] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:42:31.270] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:42:31.559] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:42:31.844] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:42:32.132] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:42:32.417] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:42:32.699] [mlr3] Finished benchmark
INFO [20:42:32.712] [bbotk] Result of batch 3:INFO [20:42:32.716] [bbotk]
INFO [20:42:32.717] [bbotk] Evaluating 1 configuration(s)
INFO [20:42:32.722] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:42:32.725] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:42:32.833] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:42:32.940] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:42:33.049] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:42:33.157] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:42:33.258] [mlr3] Finished benchmark
INFO [20:42:33.272] [bbotk] Result of batch 4:INFO [20:42:33.277] [bbotk]
INFO [20:42:33.278] [bbotk] Evaluating 1 configuration(s)
INFO [20:42:33.283] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:42:33.287] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:42:33.492] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:42:33.692] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:42:33.898] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:42:34.107] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:42:34.306] [mlr3] Finished benchmark
INFO [20:42:34.319] [bbotk] Result of batch 5:INFO [20:42:34.323] [bbotk]
INFO [20:42:34.325] [bbotk] Evaluating 1 configuration(s)
INFO [20:42:34.329] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:42:34.332] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:42:34.590] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:42:34.844] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:42:35.099] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:42:35.354] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:42:35.606] [mlr3] Finished benchmark
INFO [20:42:35.620] [bbotk] Result of batch 6:INFO [20:42:35.625] [bbotk]
INFO [20:42:35.626] [bbotk] Evaluating 1 configuration(s)
INFO [20:42:35.631] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:42:35.634] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:42:35.837] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:42:36.042] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:42:36.243] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:42:36.451] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:42:36.656] [mlr3] Finished benchmark
INFO [20:42:36.669] [bbotk] Result of batch 7:INFO [20:42:36.673] [bbotk]
INFO [20:42:36.675] [bbotk] Evaluating 1 configuration(s)
INFO [20:42:36.680] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:42:36.683] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:42:36.925] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:42:37.160] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:42:37.402] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:42:37.644] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:42:37.885] [mlr3] Finished benchmark
INFO [20:42:37.899] [bbotk] Result of batch 8:INFO [20:42:37.903] [bbotk]
INFO [20:42:37.905] [bbotk] Evaluating 1 configuration(s)
INFO [20:42:37.909] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:42:37.912] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:42:38.234] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:42:38.547] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:42:38.861] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:42:39.172] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:42:39.473] [mlr3] Finished benchmark
INFO [20:42:39.486] [bbotk] Result of batch 9:INFO [20:42:39.490] [bbotk]
INFO [20:42:39.491] [bbotk] Evaluating 1 configuration(s)
INFO [20:42:39.496] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:42:39.499] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:42:39.725] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:42:39.948] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:42:40.173] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:42:40.400] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:42:40.623] [mlr3] Finished benchmark
INFO [20:42:40.636] [bbotk] Result of batch 10:INFO [20:42:40.641] [bbotk]
INFO [20:42:40.642] [bbotk] Evaluating 1 configuration(s)
INFO [20:42:40.646] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:42:40.649] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:42:40.973] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:42:41.290] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:42:41.610] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:42:41.930] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:42:42.248] [mlr3] Finished benchmark
INFO [20:42:42.261] [bbotk] Result of batch 11:INFO [20:42:42.265] [bbotk]
INFO [20:42:42.266] [bbotk] Evaluating 1 configuration(s)
INFO [20:42:42.270] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:42:42.273] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:42:42.541] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:42:42.804] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:42:43.066] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:42:43.335] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:42:43.597] [mlr3] Finished benchmark
INFO [20:42:43.610] [bbotk] Result of batch 12:INFO [20:42:43.614] [bbotk]
INFO [20:42:43.615] [bbotk] Evaluating 1 configuration(s)
INFO [20:42:43.619] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:42:43.622] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:42:43.941] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:42:44.258] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:42:44.576] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:42:44.890] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:42:45.193] [mlr3] Finished benchmark
INFO [20:42:45.208] [bbotk] Result of batch 13:INFO [20:42:45.212] [bbotk]
INFO [20:42:45.214] [bbotk] Evaluating 1 configuration(s)
INFO [20:42:45.218] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:42:45.221] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:42:45.327] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:42:45.434] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:42:45.537] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:42:45.642] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:42:45.743] [mlr3] Finished benchmark
INFO [20:42:45.765] [bbotk] Result of batch 14:INFO [20:42:45.770] [bbotk]
INFO [20:42:45.771] [bbotk] Evaluating 1 configuration(s)
INFO [20:42:45.776] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:42:45.779] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:42:46.017] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:42:46.246] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:42:46.477] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:42:46.708] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:42:46.937] [mlr3] Finished benchmark
INFO [20:42:46.951] [bbotk] Result of batch 15:INFO [20:42:46.956] [bbotk]
INFO [20:42:46.957] [bbotk] Evaluating 1 configuration(s)
INFO [20:42:46.962] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:42:46.965] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:42:47.194] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:42:47.420] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:42:47.647] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:42:47.874] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:42:48.096] [mlr3] Finished benchmark
INFO [20:42:48.110] [bbotk] Result of batch 16:INFO [20:42:48.114] [bbotk]
INFO [20:42:48.115] [bbotk] Evaluating 1 configuration(s)
INFO [20:42:48.120] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:42:48.123] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:42:48.381] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:42:48.639] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:42:48.898] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:42:49.148] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:42:49.394] [mlr3] Finished benchmark
INFO [20:42:49.416] [bbotk] Result of batch 17:INFO [20:42:49.421] [bbotk]
INFO [20:42:49.422] [bbotk] Evaluating 1 configuration(s)
INFO [20:42:49.427] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:42:49.430] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:42:49.671] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:42:49.909] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:42:50.149] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:42:50.385] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:42:50.620] [mlr3] Finished benchmark
INFO [20:42:50.634] [bbotk] Result of batch 18:INFO [20:42:50.639] [bbotk]
INFO [20:42:50.640] [bbotk] Evaluating 1 configuration(s)
INFO [20:42:50.645] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:42:50.648] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:42:50.978] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:42:51.297] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:42:51.612] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:42:51.934] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:42:52.243] [mlr3] Finished benchmark
INFO [20:42:52.257] [bbotk] Result of batch 19:INFO [20:42:52.262] [bbotk]
INFO [20:42:52.263] [bbotk] Evaluating 1 configuration(s)
INFO [20:42:52.268] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:42:52.271] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:42:52.501] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:42:52.728] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:42:52.962] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:42:53.190] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:42:53.422] [mlr3] Finished benchmark
INFO [20:42:53.436] [bbotk] Result of batch 20:INFO [20:42:53.440] [bbotk]
INFO [20:42:53.441] [bbotk] Evaluating 1 configuration(s)
INFO [20:42:53.446] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:42:53.449] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:42:53.558] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:42:53.666] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:42:53.774] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:42:53.886] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:42:53.999] [mlr3] Finished benchmark
INFO [20:42:54.012] [bbotk] Result of batch 21:INFO [20:42:54.016] [bbotk]
INFO [20:42:54.017] [bbotk] Evaluating 1 configuration(s)
INFO [20:42:54.021] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:42:54.024] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:42:54.318] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:42:54.605] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:42:54.891] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:42:55.178] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:42:55.453] [mlr3] Finished benchmark
INFO [20:42:55.467] [bbotk] Result of batch 22:INFO [20:42:55.472] [bbotk]
INFO [20:42:55.473] [bbotk] Evaluating 1 configuration(s)
INFO [20:42:55.478] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:42:55.481] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:42:55.590] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:42:55.694] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:42:55.802] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:42:55.910] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:42:56.014] [mlr3] Finished benchmark
INFO [20:42:56.028] [bbotk] Result of batch 23:INFO [20:42:56.033] [bbotk]
INFO [20:42:56.034] [bbotk] Evaluating 1 configuration(s)
INFO [20:42:56.039] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:42:56.042] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:42:56.230] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:42:56.364] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:42:56.498] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:42:56.633] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:42:56.768] [mlr3] Finished benchmark
INFO [20:42:56.781] [bbotk] Result of batch 24:INFO [20:42:56.786] [bbotk]
INFO [20:42:56.787] [bbotk] Evaluating 1 configuration(s)
INFO [20:42:56.791] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:42:56.795] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:42:57.087] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:42:57.374] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:42:57.666] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:42:57.954] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:42:58.236] [mlr3] Finished benchmark
INFO [20:42:58.250] [bbotk] Result of batch 25:INFO [20:42:58.255] [bbotk]
INFO [20:42:58.256] [bbotk] Evaluating 1 configuration(s)
INFO [20:42:58.261] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:42:58.264] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:42:58.573] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:42:58.875] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:42:59.168] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:42:59.465] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:42:59.760] [mlr3] Finished benchmark
INFO [20:42:59.775] [bbotk] Result of batch 26:INFO [20:42:59.780] [bbotk]
INFO [20:42:59.782] [bbotk] Evaluating 1 configuration(s)
INFO [20:42:59.786] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:42:59.789] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:42:59.885] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:42:59.972] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:43:00.054] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:43:00.135] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:43:00.216] [mlr3] Finished benchmark
INFO [20:43:00.232] [bbotk] Result of batch 27:INFO [20:43:00.237] [bbotk]
INFO [20:43:00.238] [bbotk] Evaluating 1 configuration(s)
INFO [20:43:00.244] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:43:00.248] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:43:00.540] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:43:00.831] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:43:01.123] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:43:01.412] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:43:01.695] [mlr3] Finished benchmark
INFO [20:43:01.710] [bbotk] Result of batch 28:INFO [20:43:01.715] [bbotk]
INFO [20:43:01.716] [bbotk] Evaluating 1 configuration(s)
INFO [20:43:01.721] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:43:01.725] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:43:01.808] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:43:01.887] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:43:01.968] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:43:02.049] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:43:02.127] [mlr3] Finished benchmark
INFO [20:43:02.141] [bbotk] Result of batch 29:INFO [20:43:02.146] [bbotk]
INFO [20:43:02.148] [bbotk] Evaluating 1 configuration(s)
INFO [20:43:02.152] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:43:02.156] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:43:02.331] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:43:02.497] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:43:02.668] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:43:02.839] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:43:03.018] [mlr3] Finished benchmark
INFO [20:43:03.034] [bbotk] Result of batch 30:INFO [20:43:03.039] [bbotk]
INFO [20:43:03.040] [bbotk] Evaluating 1 configuration(s)
INFO [20:43:03.045] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:43:03.049] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:43:03.224] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:43:03.396] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:43:03.566] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:43:03.739] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:43:03.909] [mlr3] Finished benchmark
INFO [20:43:03.924] [bbotk] Result of batch 31:INFO [20:43:03.929] [bbotk]
INFO [20:43:03.930] [bbotk] Evaluating 1 configuration(s)
INFO [20:43:03.935] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:43:03.938] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:43:04.266] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:43:04.585] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:43:04.910] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:43:05.234] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:43:05.548] [mlr3] Finished benchmark
INFO [20:43:05.563] [bbotk] Result of batch 32:INFO [20:43:05.567] [bbotk]
INFO [20:43:05.568] [bbotk] Evaluating 1 configuration(s)
INFO [20:43:05.573] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:43:05.577] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:43:05.904] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:43:06.221] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:43:06.546] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:43:06.867] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:43:07.192] [mlr3] Finished benchmark
INFO [20:43:07.208] [bbotk] Result of batch 33:INFO [20:43:07.212] [bbotk]
INFO [20:43:07.214] [bbotk] Evaluating 1 configuration(s)
INFO [20:43:07.218] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:43:07.222] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:43:07.427] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:43:07.629] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:43:07.831] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:43:08.033] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:43:08.227] [mlr3] Finished benchmark
INFO [20:43:08.241] [bbotk] Result of batch 34:INFO [20:43:08.246] [bbotk]
INFO [20:43:08.247] [bbotk] Evaluating 1 configuration(s)
INFO [20:43:08.252] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:43:08.256] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:43:08.491] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:43:08.723] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:43:08.958] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:43:09.183] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:43:09.415] [mlr3] Finished benchmark
INFO [20:43:09.432] [bbotk] Result of batch 35:INFO [20:43:09.438] [bbotk]
INFO [20:43:09.440] [bbotk] Evaluating 1 configuration(s)
INFO [20:43:09.445] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:43:09.448] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:43:09.570] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:43:09.679] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:43:09.791] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:43:09.902] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:43:10.009] [mlr3] Finished benchmark
INFO [20:43:10.026] [bbotk] Result of batch 36:INFO [20:43:10.031] [bbotk]
INFO [20:43:10.032] [bbotk] Evaluating 1 configuration(s)
INFO [20:43:10.037] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:43:10.041] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:43:10.194] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:43:10.336] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:43:10.474] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:43:10.615] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:43:10.751] [mlr3] Finished benchmark
INFO [20:43:10.765] [bbotk] Result of batch 37:INFO [20:43:10.769] [bbotk]
INFO [20:43:10.771] [bbotk] Evaluating 1 configuration(s)
INFO [20:43:10.775] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:43:10.778] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:43:11.017] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:43:11.254] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:43:11.485] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:43:11.716] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:43:11.947] [mlr3] Finished benchmark
INFO [20:43:11.962] [bbotk] Result of batch 38:INFO [20:43:11.966] [bbotk]
INFO [20:43:11.967] [bbotk] Evaluating 1 configuration(s)
INFO [20:43:11.972] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:43:11.975] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:43:12.122] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:43:12.265] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:43:12.404] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:43:12.546] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:43:12.684] [mlr3] Finished benchmark
INFO [20:43:12.700] [bbotk] Result of batch 39:INFO [20:43:12.704] [bbotk]
INFO [20:43:12.706] [bbotk] Evaluating 1 configuration(s)
INFO [20:43:12.711] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:43:12.715] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:43:12.921] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:43:13.144] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:43:13.344] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:43:13.544] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:43:13.739] [mlr3] Finished benchmark
INFO [20:43:13.755] [bbotk] Result of batch 40:INFO [20:43:13.761] [bbotk]
INFO [20:43:13.763] [bbotk] Evaluating 1 configuration(s)
INFO [20:43:13.769] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:43:13.773] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:43:14.021] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:43:14.253] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:43:14.482] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:43:14.713] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:43:14.939] [mlr3] Finished benchmark
INFO [20:43:14.956] [bbotk] Result of batch 41:INFO [20:43:14.961] [bbotk]
INFO [20:43:14.963] [bbotk] Evaluating 1 configuration(s)
INFO [20:43:14.968] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:43:14.972] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:43:15.152] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:43:15.330] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:43:15.506] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:43:15.685] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:43:15.853] [mlr3] Finished benchmark
INFO [20:43:15.867] [bbotk] Result of batch 42:INFO [20:43:15.872] [bbotk]
INFO [20:43:15.873] [bbotk] Evaluating 1 configuration(s)
INFO [20:43:15.878] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:43:15.881] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:43:16.179] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:43:16.475] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:43:16.759] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:43:17.045] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:43:17.323] [mlr3] Finished benchmark
INFO [20:43:17.337] [bbotk] Result of batch 43:INFO [20:43:17.341] [bbotk]
INFO [20:43:17.342] [bbotk] Evaluating 1 configuration(s)
INFO [20:43:17.347] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:43:17.350] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:43:17.458] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:43:17.563] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:43:17.670] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:43:17.779] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:43:17.880] [mlr3] Finished benchmark
INFO [20:43:17.895] [bbotk] Result of batch 44:INFO [20:43:17.899] [bbotk]
INFO [20:43:17.900] [bbotk] Evaluating 1 configuration(s)
INFO [20:43:17.905] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:43:17.908] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:43:17.988] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:43:18.066] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:43:18.144] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:43:18.224] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:43:18.303] [mlr3] Finished benchmark
INFO [20:43:18.318] [bbotk] Result of batch 45:INFO [20:43:18.323] [bbotk]
INFO [20:43:18.325] [bbotk] Evaluating 1 configuration(s)
INFO [20:43:18.329] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:43:18.333] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:43:18.442] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:43:18.549] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:43:18.660] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:43:18.779] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:43:18.886] [mlr3] Finished benchmark
INFO [20:43:18.902] [bbotk] Result of batch 46:INFO [20:43:18.907] [bbotk]
INFO [20:43:18.908] [bbotk] Evaluating 1 configuration(s)
INFO [20:43:18.912] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:43:18.915] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:43:19.185] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:43:19.461] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:43:19.735] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:43:20.001] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:43:20.272] [mlr3] Finished benchmark
INFO [20:43:20.286] [bbotk] Result of batch 47:INFO [20:43:20.291] [bbotk]
INFO [20:43:20.292] [bbotk] Evaluating 1 configuration(s)
INFO [20:43:20.297] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:43:20.301] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:43:20.546] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:43:20.811] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:43:21.056] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:43:21.294] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:43:21.528] [mlr3] Finished benchmark
INFO [20:43:21.544] [bbotk] Result of batch 48:INFO [20:43:21.548] [bbotk]
INFO [20:43:21.550] [bbotk] Evaluating 1 configuration(s)
INFO [20:43:21.554] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:43:21.557] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:43:21.707] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:43:21.847] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:43:21.986] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:43:22.124] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:43:22.260] [mlr3] Finished benchmark
INFO [20:43:22.275] [bbotk] Result of batch 49:INFO [20:43:22.280] [bbotk]
INFO [20:43:22.281] [bbotk] Evaluating 1 configuration(s)
INFO [20:43:22.285] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:43:22.289] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:43:22.366] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:43:22.445] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:43:22.522] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:43:22.600] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:43:22.673] [mlr3] Finished benchmark
INFO [20:43:22.688] [bbotk] Result of batch 50:INFO [20:43:22.693] [bbotk]
INFO [20:43:22.694] [bbotk] Evaluating 1 configuration(s)
INFO [20:43:22.698] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:43:22.702] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:43:22.930] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:43:23.161] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:43:23.397] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:43:23.622] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:43:23.844] [mlr3] Finished benchmark
INFO [20:43:23.860] [bbotk] Result of batch 51:INFO [20:43:23.864] [bbotk]
INFO [20:43:23.866] [bbotk] Evaluating 1 configuration(s)
INFO [20:43:23.870] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:43:23.873] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:43:24.052] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:43:24.236] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:43:24.407] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:43:24.581] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:43:24.753] [mlr3] Finished benchmark
INFO [20:43:24.767] [bbotk] Result of batch 52:INFO [20:43:24.771] [bbotk]
INFO [20:43:24.773] [bbotk] Evaluating 1 configuration(s)
INFO [20:43:24.777] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:43:24.780] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:43:24.888] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:43:24.994] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:43:25.103] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:43:25.209] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:43:25.314] [mlr3] Finished benchmark
INFO [20:43:25.328] [bbotk] Result of batch 53:INFO [20:43:25.333] [bbotk]
INFO [20:43:25.334] [bbotk] Evaluating 1 configuration(s)
INFO [20:43:25.340] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:43:25.343] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:43:25.484] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:43:25.624] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:43:25.763] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:43:25.898] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:43:26.032] [mlr3] Finished benchmark
INFO [20:43:26.046] [bbotk] Result of batch 54:INFO [20:43:26.050] [bbotk]
INFO [20:43:26.051] [bbotk] Evaluating 1 configuration(s)
INFO [20:43:26.056] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:43:26.059] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:43:26.172] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:43:26.285] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:43:26.392] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:43:26.500] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:43:26.605] [mlr3] Finished benchmark
INFO [20:43:26.619] [bbotk] Result of batch 55:INFO [20:43:26.624] [bbotk]
INFO [20:43:26.625] [bbotk] Evaluating 1 configuration(s)
INFO [20:43:26.630] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:43:26.633] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:43:26.974] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:43:27.300] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:43:27.626] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:43:27.956] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:43:28.285] [mlr3] Finished benchmark
INFO [20:43:28.304] [bbotk] Result of batch 56:INFO [20:43:28.309] [bbotk]
INFO [20:43:28.310] [bbotk] Evaluating 1 configuration(s)
INFO [20:43:28.315] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:43:28.319] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:43:28.646] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:43:28.970] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:43:29.287] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:43:29.621] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:43:29.932] [mlr3] Finished benchmark
INFO [20:43:29.947] [bbotk] Result of batch 57:INFO [20:43:29.951] [bbotk]
INFO [20:43:29.953] [bbotk] Evaluating 1 configuration(s)
INFO [20:43:29.957] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:43:29.960] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:43:30.131] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:43:30.294] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:43:30.459] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:43:30.622] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:43:30.783] [mlr3] Finished benchmark
INFO [20:43:30.797] [bbotk] Result of batch 58:INFO [20:43:30.801] [bbotk]
INFO [20:43:30.803] [bbotk] Evaluating 1 configuration(s)
INFO [20:43:30.807] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:43:30.810] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:43:31.138] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:43:31.459] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:43:31.775] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:43:32.097] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:43:32.411] [mlr3] Finished benchmark
INFO [20:43:32.425] [bbotk] Result of batch 59:INFO [20:43:32.430] [bbotk]
INFO [20:43:32.431] [bbotk] Evaluating 1 configuration(s)
INFO [20:43:32.436] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:43:32.439] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:43:32.584] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:43:32.718] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:43:32.851] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:43:32.983] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:43:33.113] [mlr3] Finished benchmark
INFO [20:43:33.127] [bbotk] Result of batch 60:INFO [20:43:33.131] [bbotk]
INFO [20:43:33.132] [bbotk] Evaluating 1 configuration(s)
INFO [20:43:33.137] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:43:33.140] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:43:33.373] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:43:33.598] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:43:33.823] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:43:34.048] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:43:34.277] [mlr3] Finished benchmark
INFO [20:43:34.293] [bbotk] Result of batch 61:INFO [20:43:34.299] [bbotk]
INFO [20:43:34.301] [bbotk] Evaluating 1 configuration(s)
INFO [20:43:34.306] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:43:34.310] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:43:34.619] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:43:34.907] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:43:35.203] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:43:35.505] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:43:35.792] [mlr3] Finished benchmark
INFO [20:43:35.807] [bbotk] Result of batch 62:INFO [20:43:35.812] [bbotk]
INFO [20:43:35.814] [bbotk] Evaluating 1 configuration(s)
INFO [20:43:35.818] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:43:35.821] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:43:35.931] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:43:36.042] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:43:36.152] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:43:36.261] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:43:36.369] [mlr3] Finished benchmark
INFO [20:43:36.385] [bbotk] Result of batch 63:INFO [20:43:36.390] [bbotk]
INFO [20:43:36.391] [bbotk] Evaluating 1 configuration(s)
INFO [20:43:36.395] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:43:36.398] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:43:36.598] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:43:36.801] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:43:37.003] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:43:37.198] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:43:37.388] [mlr3] Finished benchmark
INFO [20:43:37.403] [bbotk] Result of batch 64:INFO [20:43:37.407] [bbotk]
INFO [20:43:37.409] [bbotk] Evaluating 1 configuration(s)
INFO [20:43:37.414] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:43:37.417] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:43:37.740] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:43:38.067] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:43:38.391] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:43:38.715] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:43:39.040] [mlr3] Finished benchmark
INFO [20:43:39.055] [bbotk] Result of batch 65:INFO [20:43:39.060] [bbotk]
INFO [20:43:39.061] [bbotk] Evaluating 1 configuration(s)
INFO [20:43:39.066] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:43:39.069] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:43:39.209] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:43:39.342] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:43:39.476] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:43:39.612] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:43:39.742] [mlr3] Finished benchmark
INFO [20:43:39.756] [bbotk] Result of batch 66:INFO [20:43:39.760] [bbotk]
INFO [20:43:39.762] [bbotk] Evaluating 1 configuration(s)
INFO [20:43:39.766] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:43:39.770] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:43:39.947] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:43:40.114] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:43:40.280] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:43:40.455] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:43:40.618] [mlr3] Finished benchmark
INFO [20:43:40.631] [bbotk] Result of batch 67:INFO [20:43:40.636] [bbotk]
INFO [20:43:40.637] [bbotk] Evaluating 1 configuration(s)
INFO [20:43:40.642] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:43:40.645] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:43:40.846] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:43:41.047] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:43:41.243] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:43:41.444] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:43:41.638] [mlr3] Finished benchmark
INFO [20:43:41.653] [bbotk] Result of batch 68:INFO [20:43:41.657] [bbotk]
INFO [20:43:41.658] [bbotk] Evaluating 1 configuration(s)
INFO [20:43:41.663] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:43:41.666] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:43:41.812] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:43:41.955] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:43:42.094] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:43:42.233] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:43:42.371] [mlr3] Finished benchmark
INFO [20:43:42.385] [bbotk] Result of batch 69:INFO [20:43:42.389] [bbotk]
INFO [20:43:42.391] [bbotk] Evaluating 1 configuration(s)
INFO [20:43:42.403] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:43:42.407] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:43:42.669] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:43:42.925] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:43:43.181] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:43:43.447] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:43:43.705] [mlr3] Finished benchmark
INFO [20:43:43.719] [bbotk] Result of batch 70:INFO [20:43:43.724] [bbotk]
INFO [20:43:43.725] [bbotk] Evaluating 1 configuration(s)
INFO [20:43:43.730] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:43:43.733] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:43:43.812] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:43:43.892] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:43:43.974] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:43:44.057] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:43:44.132] [mlr3] Finished benchmark
INFO [20:43:44.147] [bbotk] Result of batch 71:INFO [20:43:44.151] [bbotk]
INFO [20:43:44.153] [bbotk] Evaluating 1 configuration(s)
INFO [20:43:44.157] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:43:44.160] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:43:44.363] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:43:44.568] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:43:44.769] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:43:44.967] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:43:45.157] [mlr3] Finished benchmark
INFO [20:43:45.172] [bbotk] Result of batch 72:INFO [20:43:45.176] [bbotk]
INFO [20:43:45.177] [bbotk] Evaluating 1 configuration(s)
INFO [20:43:45.182] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:43:45.185] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:43:45.361] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:43:45.525] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:43:45.690] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:43:45.859] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:43:46.025] [mlr3] Finished benchmark
INFO [20:43:46.041] [bbotk] Result of batch 73:INFO [20:43:46.045] [bbotk]
INFO [20:43:46.046] [bbotk] Evaluating 1 configuration(s)
INFO [20:43:46.052] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:43:46.056] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:43:46.166] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:43:46.272] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:43:46.380] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:43:46.499] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:43:46.607] [mlr3] Finished benchmark
INFO [20:43:46.622] [bbotk] Result of batch 74:INFO [20:43:46.626] [bbotk]
INFO [20:43:46.628] [bbotk] Evaluating 1 configuration(s)
INFO [20:43:46.633] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:43:46.636] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:43:46.935] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:43:47.231] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:43:47.525] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:43:47.816] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:43:48.108] [mlr3] Finished benchmark
INFO [20:43:48.123] [bbotk] Result of batch 75:INFO [20:43:48.127] [bbotk]
INFO [20:43:48.128] [bbotk] Evaluating 1 configuration(s)
INFO [20:43:48.133] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:43:48.136] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:43:48.218] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:43:48.299] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:43:48.378] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:43:48.459] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:43:48.548] [mlr3] Finished benchmark
INFO [20:43:48.563] [bbotk] Result of batch 76:INFO [20:43:48.567] [bbotk]
INFO [20:43:48.569] [bbotk] Evaluating 1 configuration(s)
INFO [20:43:48.573] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:43:48.576] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:43:48.869] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:43:49.154] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:43:49.440] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:43:49.728] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:43:50.005] [mlr3] Finished benchmark
INFO [20:43:50.019] [bbotk] Result of batch 77:INFO [20:43:50.024] [bbotk]
INFO [20:43:50.025] [bbotk] Evaluating 1 configuration(s)
INFO [20:43:50.030] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:43:50.033] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:43:50.363] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:43:50.692] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:43:51.022] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:43:51.357] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:43:51.678] [mlr3] Finished benchmark
INFO [20:43:51.692] [bbotk] Result of batch 78:INFO [20:43:51.697] [bbotk]
INFO [20:43:51.698] [bbotk] Evaluating 1 configuration(s)
INFO [20:43:51.703] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:43:51.707] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:43:51.984] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:43:52.246] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:43:52.503] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:43:52.758] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:43:53.008] [mlr3] Finished benchmark
INFO [20:43:53.022] [bbotk] Result of batch 79:INFO [20:43:53.027] [bbotk]
INFO [20:43:53.028] [bbotk] Evaluating 1 configuration(s)
INFO [20:43:53.033] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:43:53.036] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:43:53.201] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:43:53.363] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:43:53.567] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:43:53.735] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:43:53.902] [mlr3] Finished benchmark
INFO [20:43:53.916] [bbotk] Result of batch 80:INFO [20:43:53.921] [bbotk]
INFO [20:43:53.922] [bbotk] Evaluating 1 configuration(s)
INFO [20:43:53.926] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:43:53.929] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:43:54.226] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:43:54.513] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:43:54.806] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:43:55.097] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:43:55.380] [mlr3] Finished benchmark
INFO [20:43:55.393] [bbotk] Result of batch 81:INFO [20:43:55.397] [bbotk]
INFO [20:43:55.399] [bbotk] Evaluating 1 configuration(s)
INFO [20:43:55.403] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:43:55.406] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:43:55.663] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:43:55.921] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:43:56.174] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:43:56.425] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:43:56.671] [mlr3] Finished benchmark
INFO [20:43:56.685] [bbotk] Result of batch 82:INFO [20:43:56.690] [bbotk]
INFO [20:43:56.691] [bbotk] Evaluating 1 configuration(s)
INFO [20:43:56.695] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:43:56.698] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:43:56.805] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:43:56.908] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:43:57.011] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:43:57.125] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:43:57.232] [mlr3] Finished benchmark
INFO [20:43:57.247] [bbotk] Result of batch 83:INFO [20:43:57.252] [bbotk]
INFO [20:43:57.253] [bbotk] Evaluating 1 configuration(s)
INFO [20:43:57.258] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:43:57.261] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:43:57.562] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:43:57.856] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:43:58.153] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:43:58.448] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:43:58.743] [mlr3] Finished benchmark
INFO [20:43:58.757] [bbotk] Result of batch 84:INFO [20:43:58.762] [bbotk]
INFO [20:43:58.764] [bbotk] Evaluating 1 configuration(s)
INFO [20:43:58.769] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:43:58.773] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:43:58.852] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:43:58.933] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:43:59.011] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:43:59.087] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:43:59.161] [mlr3] Finished benchmark
INFO [20:43:59.176] [bbotk] Result of batch 85:INFO [20:43:59.180] [bbotk]
INFO [20:43:59.181] [bbotk] Evaluating 1 configuration(s)
INFO [20:43:59.186] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:43:59.189] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:43:59.298] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:43:59.406] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:43:59.512] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:43:59.628] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:43:59.741] [mlr3] Finished benchmark
INFO [20:43:59.756] [bbotk] Result of batch 86:INFO [20:43:59.760] [bbotk]
INFO [20:43:59.761] [bbotk] Evaluating 1 configuration(s)
INFO [20:43:59.766] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:43:59.769] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:43:59.875] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:43:59.979] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:44:00.083] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:44:00.188] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:44:00.286] [mlr3] Finished benchmark
INFO [20:44:00.300] [bbotk] Result of batch 87:INFO [20:44:00.304] [bbotk]
INFO [20:44:00.306] [bbotk] Evaluating 1 configuration(s)
INFO [20:44:00.310] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:44:00.313] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:44:00.511] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:44:00.706] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:44:00.898] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:44:01.095] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:44:01.282] [mlr3] Finished benchmark
INFO [20:44:01.296] [bbotk] Result of batch 88:INFO [20:44:01.301] [bbotk]
INFO [20:44:01.302] [bbotk] Evaluating 1 configuration(s)
INFO [20:44:01.307] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:44:01.310] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:44:01.389] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:44:01.467] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:44:01.545] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:44:01.622] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:44:01.697] [mlr3] Finished benchmark
INFO [20:44:01.712] [bbotk] Result of batch 89:INFO [20:44:01.716] [bbotk]
INFO [20:44:01.717] [bbotk] Evaluating 1 configuration(s)
INFO [20:44:01.729] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:44:01.734] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:44:01.902] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:44:02.069] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:44:02.239] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:44:02.405] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:44:02.570] [mlr3] Finished benchmark
INFO [20:44:02.584] [bbotk] Result of batch 90:INFO [20:44:02.588] [bbotk]
INFO [20:44:02.589] [bbotk] Evaluating 1 configuration(s)
INFO [20:44:02.594] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:44:02.597] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:44:02.768] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:44:02.936] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:44:03.104] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:44:03.270] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:44:03.431] [mlr3] Finished benchmark
INFO [20:44:03.446] [bbotk] Result of batch 91:INFO [20:44:03.450] [bbotk]
INFO [20:44:03.451] [bbotk] Evaluating 1 configuration(s)
INFO [20:44:03.456] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:44:03.459] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:44:03.568] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:44:03.675] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:44:03.782] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:44:03.890] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:44:03.998] [mlr3] Finished benchmark
INFO [20:44:04.013] [bbotk] Result of batch 92:INFO [20:44:04.017] [bbotk]
INFO [20:44:04.018] [bbotk] Evaluating 1 configuration(s)
INFO [20:44:04.023] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:44:04.026] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:44:04.268] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:44:04.499] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:44:04.729] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:44:04.959] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:44:05.183] [mlr3] Finished benchmark
INFO [20:44:05.197] [bbotk] Result of batch 93:INFO [20:44:05.201] [bbotk]
INFO [20:44:05.202] [bbotk] Evaluating 1 configuration(s)
INFO [20:44:05.207] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:44:05.210] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:44:05.349] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:44:05.485] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:44:05.618] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:44:05.753] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:44:05.886] [mlr3] Finished benchmark
INFO [20:44:05.900] [bbotk] Result of batch 94:INFO [20:44:05.905] [bbotk]
INFO [20:44:05.906] [bbotk] Evaluating 1 configuration(s)
INFO [20:44:05.911] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:44:05.914] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:44:06.048] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:44:06.184] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:44:06.318] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:44:06.453] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:44:06.585] [mlr3] Finished benchmark
INFO [20:44:06.599] [bbotk] Result of batch 95:INFO [20:44:06.603] [bbotk]
INFO [20:44:06.605] [bbotk] Evaluating 1 configuration(s)
INFO [20:44:06.609] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:44:06.612] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:44:06.698] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:44:06.778] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:44:06.855] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:44:06.934] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:44:07.007] [mlr3] Finished benchmark
INFO [20:44:07.021] [bbotk] Result of batch 96:INFO [20:44:07.025] [bbotk]
INFO [20:44:07.027] [bbotk] Evaluating 1 configuration(s)
INFO [20:44:07.031] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:44:07.034] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:44:07.234] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:44:07.437] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:44:07.639] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:44:07.839] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:44:08.040] [mlr3] Finished benchmark
INFO [20:44:08.054] [bbotk] Result of batch 97:INFO [20:44:08.059] [bbotk]
INFO [20:44:08.060] [bbotk] Evaluating 1 configuration(s)
INFO [20:44:08.065] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:44:08.068] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:44:08.359] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:44:08.644] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:44:08.926] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:44:09.215] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:44:09.496] [mlr3] Finished benchmark
INFO [20:44:09.511] [bbotk] Result of batch 98:INFO [20:44:09.515] [bbotk]
INFO [20:44:09.516] [bbotk] Evaluating 1 configuration(s)
INFO [20:44:09.529] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:44:09.534] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:44:09.797] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:44:10.054] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:44:10.309] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:44:10.564] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:44:10.807] [mlr3] Finished benchmark
INFO [20:44:10.821] [bbotk] Result of batch 99:INFO [20:44:10.825] [bbotk]
INFO [20:44:10.827] [bbotk] Evaluating 1 configuration(s)
INFO [20:44:10.832] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:44:10.835] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:44:11.035] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:44:11.228] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:44:11.426] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:44:11.617] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:44:11.805] [mlr3] Finished benchmark
INFO [20:44:11.819] [bbotk] Result of batch 100:INFO [20:44:11.823] [bbotk]
INFO [20:44:11.824] [bbotk] Evaluating 1 configuration(s)
INFO [20:44:11.829] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:44:11.832] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:44:11.940] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:44:12.048] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:44:12.159] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:44:12.267] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:44:12.373] [mlr3] Finished benchmark
INFO [20:44:12.396] [bbotk] Result of batch 101:INFO [20:44:12.402] [bbotk]
INFO [20:44:12.404] [bbotk] Evaluating 1 configuration(s)
INFO [20:44:12.410] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:44:12.415] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:44:12.651] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:44:12.876] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:44:13.110] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:44:13.341] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:44:13.562] [mlr3] Finished benchmark
INFO [20:44:13.577] [bbotk] Result of batch 102:INFO [20:44:13.581] [bbotk]
INFO [20:44:13.582] [bbotk] Evaluating 1 configuration(s)
INFO [20:44:13.586] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:44:13.589] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:44:13.904] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:44:14.215] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:44:14.531] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:44:14.845] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:44:15.148] [mlr3] Finished benchmark
INFO [20:44:15.163] [bbotk] Result of batch 103:INFO [20:44:15.168] [bbotk]
INFO [20:44:15.169] [bbotk] Evaluating 1 configuration(s)
INFO [20:44:15.174] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:44:15.177] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:44:15.465] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:44:15.750] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:44:16.042] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:44:16.339] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:44:16.637] [mlr3] Finished benchmark
INFO [20:44:16.652] [bbotk] Result of batch 104:INFO [20:44:16.656] [bbotk]
INFO [20:44:16.657] [bbotk] Evaluating 1 configuration(s)
INFO [20:44:16.662] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:44:16.665] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:44:16.771] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:44:16.879] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:44:16.985] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:44:17.090] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:44:17.193] [mlr3] Finished benchmark
INFO [20:44:17.207] [bbotk] Result of batch 105:INFO [20:44:17.211] [bbotk]
INFO [20:44:17.213] [bbotk] Evaluating 1 configuration(s)
INFO [20:44:17.217] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:44:17.220] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:44:17.508] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:44:17.793] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:44:18.076] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:44:18.364] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:44:18.644] [mlr3] Finished benchmark
INFO [20:44:18.658] [bbotk] Result of batch 106:INFO [20:44:18.663] [bbotk]
INFO [20:44:18.664] [bbotk] Evaluating 1 configuration(s)
INFO [20:44:18.668] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:44:18.671] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:44:18.870] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:44:19.065] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:44:19.274] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:44:19.470] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:44:19.661] [mlr3] Finished benchmark
INFO [20:44:19.675] [bbotk] Result of batch 107:INFO [20:44:19.679] [bbotk]
INFO [20:44:19.681] [bbotk] Evaluating 1 configuration(s)
INFO [20:44:19.685] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:44:19.688] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:44:19.947] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:44:20.202] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:44:20.454] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:44:20.707] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:44:20.950] [mlr3] Finished benchmark
INFO [20:44:20.964] [bbotk] Result of batch 108:INFO [20:44:20.968] [bbotk]
INFO [20:44:20.970] [bbotk] Evaluating 1 configuration(s)
INFO [20:44:20.974] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:44:20.978] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:44:21.183] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:44:21.390] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:44:21.598] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:44:21.799] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:44:22.001] [mlr3] Finished benchmark
INFO [20:44:22.016] [bbotk] Result of batch 109:INFO [20:44:22.020] [bbotk]
INFO [20:44:22.021] [bbotk] Evaluating 1 configuration(s)
INFO [20:44:22.026] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:44:22.029] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:44:22.332] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:44:22.619] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:44:22.908] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:44:23.193] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:44:23.471] [mlr3] Finished benchmark
INFO [20:44:23.486] [bbotk] Result of batch 110:INFO [20:44:23.490] [bbotk]
INFO [20:44:23.491] [bbotk] Evaluating 1 configuration(s)
INFO [20:44:23.495] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:44:23.498] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:44:23.608] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:44:23.715] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:44:23.819] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:44:23.924] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:44:24.025] [mlr3] Finished benchmark
INFO [20:44:24.039] [bbotk] Result of batch 111:INFO [20:44:24.043] [bbotk]
INFO [20:44:24.044] [bbotk] Evaluating 1 configuration(s)
INFO [20:44:24.049] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:44:24.052] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:44:24.285] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:44:24.507] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:44:24.734] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:44:24.958] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:44:25.182] [mlr3] Finished benchmark
INFO [20:44:25.200] [bbotk] Result of batch 112:INFO [20:44:25.204] [bbotk]
INFO [20:44:25.206] [bbotk] Evaluating 1 configuration(s)
INFO [20:44:25.210] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:44:25.213] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:44:25.349] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:44:25.484] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:44:25.617] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:44:25.750] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:44:25.879] [mlr3] Finished benchmark
INFO [20:44:25.893] [bbotk] Result of batch 113:INFO [20:44:25.898] [bbotk]
INFO [20:44:25.899] [bbotk] Evaluating 1 configuration(s)
INFO [20:44:25.904] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:44:25.907] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:44:26.204] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:44:26.497] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:44:26.796] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:44:27.098] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:44:27.391] [mlr3] Finished benchmark
INFO [20:44:27.405] [bbotk] Result of batch 114:INFO [20:44:27.409] [bbotk]
INFO [20:44:27.411] [bbotk] Evaluating 1 configuration(s)
INFO [20:44:27.415] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:44:27.418] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:44:27.761] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:44:28.088] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:44:28.413] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:44:28.739] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:44:29.064] [mlr3] Finished benchmark
INFO [20:44:29.078] [bbotk] Result of batch 115:INFO [20:44:29.082] [bbotk]
INFO [20:44:29.083] [bbotk] Evaluating 1 configuration(s)
INFO [20:44:29.088] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:44:29.091] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:44:29.387] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:44:29.676] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:44:29.963] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:44:30.250] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:44:30.527] [mlr3] Finished benchmark
INFO [20:44:30.542] [bbotk] Result of batch 116:INFO [20:44:30.546] [bbotk]
INFO [20:44:30.548] [bbotk] Evaluating 1 configuration(s)
INFO [20:44:30.552] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:44:30.555] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:44:30.794] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:44:31.028] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:44:31.260] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:44:31.493] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:44:31.720] [mlr3] Finished benchmark
INFO [20:44:31.735] [bbotk] Result of batch 117:INFO [20:44:31.739] [bbotk]
INFO [20:44:31.740] [bbotk] Evaluating 1 configuration(s)
INFO [20:44:31.745] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:44:31.748] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:44:31.915] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:44:32.083] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:44:32.247] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:44:32.411] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:44:32.569] [mlr3] Finished benchmark
INFO [20:44:32.584] [bbotk] Result of batch 118:INFO [20:44:32.589] [bbotk]
INFO [20:44:32.590] [bbotk] Evaluating 1 configuration(s)
INFO [20:44:32.595] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:44:32.598] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:44:32.702] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:44:32.807] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:44:32.919] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:44:33.021] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:44:33.132] [mlr3] Finished benchmark
INFO [20:44:33.149] [bbotk] Result of batch 119:INFO [20:44:33.154] [bbotk]
INFO [20:44:33.155] [bbotk] Evaluating 1 configuration(s)
INFO [20:44:33.160] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:44:33.163] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:44:33.419] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:44:33.674] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:44:33.931] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:44:34.188] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:44:34.436] [mlr3] Finished benchmark
INFO [20:44:34.450] [bbotk] Result of batch 120:INFO [20:44:34.454] [bbotk]
INFO [20:44:34.455] [bbotk] Evaluating 1 configuration(s)
INFO [20:44:34.460] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:44:34.464] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:44:34.634] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:44:34.797] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:44:34.963] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:44:35.128] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:44:35.296] [mlr3] Finished benchmark
INFO [20:44:35.310] [bbotk] Result of batch 121:INFO [20:44:35.315] [bbotk]
INFO [20:44:35.316] [bbotk] Evaluating 1 configuration(s)
INFO [20:44:35.321] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:44:35.324] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:44:35.411] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:44:35.490] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:44:35.567] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:44:35.642] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:44:35.716] [mlr3] Finished benchmark
INFO [20:44:35.731] [bbotk] Result of batch 122:INFO [20:44:35.735] [bbotk]
INFO [20:44:35.736] [bbotk] Evaluating 1 configuration(s)
INFO [20:44:35.740] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:44:35.744] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:44:35.947] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:44:36.149] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:44:36.348] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:44:36.545] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:44:36.738] [mlr3] Finished benchmark
INFO [20:44:36.752] [bbotk] Result of batch 123:INFO [20:44:36.756] [bbotk]
INFO [20:44:36.757] [bbotk] Evaluating 1 configuration(s)
INFO [20:44:36.761] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:44:36.764] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:44:36.939] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:44:37.104] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:44:37.279] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:44:37.451] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:44:37.612] [mlr3] Finished benchmark
INFO [20:44:37.626] [bbotk] Result of batch 124:INFO [20:44:37.630] [bbotk]
INFO [20:44:37.631] [bbotk] Evaluating 1 configuration(s)
INFO [20:44:37.636] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:44:37.639] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:44:37.713] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:44:37.790] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:44:37.865] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:44:37.940] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:44:38.014] [mlr3] Finished benchmark
INFO [20:44:38.029] [bbotk] Result of batch 125:INFO [20:44:38.033] [bbotk]
INFO [20:44:38.035] [bbotk] Evaluating 1 configuration(s)
INFO [20:44:38.039] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:44:38.042] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:44:38.276] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:44:38.512] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:44:38.746] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:44:38.986] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:44:39.220] [mlr3] Finished benchmark
INFO [20:44:39.235] [bbotk] Result of batch 126:INFO [20:44:39.240] [bbotk]
INFO [20:44:39.241] [bbotk] Evaluating 1 configuration(s)
INFO [20:44:39.246] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:44:39.249] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:44:39.484] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:44:39.724] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:44:39.955] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:44:40.188] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:44:40.414] [mlr3] Finished benchmark
INFO [20:44:40.429] [bbotk] Result of batch 127:INFO [20:44:40.433] [bbotk]
INFO [20:44:40.434] [bbotk] Evaluating 1 configuration(s)
INFO [20:44:40.439] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:44:40.442] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:44:40.612] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:44:40.778] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:44:40.941] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:44:41.102] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:44:41.280] [mlr3] Finished benchmark
INFO [20:44:41.297] [bbotk] Result of batch 128:INFO [20:44:41.302] [bbotk]
INFO [20:44:41.303] [bbotk] Evaluating 1 configuration(s)
INFO [20:44:41.307] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:44:41.310] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:44:41.635] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:44:41.951] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:44:42.272] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:44:42.588] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:44:42.901] [mlr3] Finished benchmark
INFO [20:44:42.916] [bbotk] Result of batch 129:INFO [20:44:42.920] [bbotk]
INFO [20:44:42.922] [bbotk] Evaluating 1 configuration(s)
INFO [20:44:42.926] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:44:42.929] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:44:43.198] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:44:43.461] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:44:43.729] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:44:44.007] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:44:44.273] [mlr3] Finished benchmark
INFO [20:44:44.288] [bbotk] Result of batch 130:INFO [20:44:44.292] [bbotk]
INFO [20:44:44.293] [bbotk] Evaluating 1 configuration(s)
INFO [20:44:44.297] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:44:44.300] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:44:44.501] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:44:44.695] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:44:44.889] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:44:45.086] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:44:45.273] [mlr3] Finished benchmark
INFO [20:44:45.288] [bbotk] Result of batch 131:INFO [20:44:45.292] [bbotk]
INFO [20:44:45.293] [bbotk] Evaluating 1 configuration(s)
INFO [20:44:45.298] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:44:45.301] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:44:45.408] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:44:45.515] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:44:45.620] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:44:45.735] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:44:45.842] [mlr3] Finished benchmark
INFO [20:44:45.857] [bbotk] Result of batch 132:INFO [20:44:45.861] [bbotk]
INFO [20:44:45.863] [bbotk] Evaluating 1 configuration(s)
INFO [20:44:45.867] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:44:45.870] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:44:46.204] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:44:46.537] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:44:46.866] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:44:47.196] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:44:47.517] [mlr3] Finished benchmark
INFO [20:44:47.531] [bbotk] Result of batch 133:INFO [20:44:47.536] [bbotk]
INFO [20:44:47.537] [bbotk] Evaluating 1 configuration(s)
INFO [20:44:47.541] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:44:47.544] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:44:47.655] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:44:47.812] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:44:47.925] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:44:48.040] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:44:48.147] [mlr3] Finished benchmark
INFO [20:44:48.162] [bbotk] Result of batch 134:INFO [20:44:48.166] [bbotk]
INFO [20:44:48.168] [bbotk] Evaluating 1 configuration(s)
INFO [20:44:48.172] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:44:48.175] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:44:48.465] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:44:48.747] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:44:49.032] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:44:49.322] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:44:49.599] [mlr3] Finished benchmark
INFO [20:44:49.614] [bbotk] Result of batch 135:INFO [20:44:49.618] [bbotk]
INFO [20:44:49.619] [bbotk] Evaluating 1 configuration(s)
INFO [20:44:49.624] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:44:49.627] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:44:49.883] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:44:50.134] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:44:50.387] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:44:50.648] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:44:50.893] [mlr3] Finished benchmark
INFO [20:44:50.909] [bbotk] Result of batch 136:INFO [20:44:50.913] [bbotk]
INFO [20:44:50.914] [bbotk] Evaluating 1 configuration(s)
INFO [20:44:50.919] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:44:50.922] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:44:51.211] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:44:51.498] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:44:51.786] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:44:52.071] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:44:52.353] [mlr3] Finished benchmark
INFO [20:44:52.368] [bbotk] Result of batch 137:INFO [20:44:52.372] [bbotk]
INFO [20:44:52.374] [bbotk] Evaluating 1 configuration(s)
INFO [20:44:52.378] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:44:52.381] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:44:52.678] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:44:52.972] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:44:53.267] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:44:53.561] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:44:53.847] [mlr3] Finished benchmark
INFO [20:44:53.862] [bbotk] Result of batch 138:INFO [20:44:53.866] [bbotk]
INFO [20:44:53.867] [bbotk] Evaluating 1 configuration(s)
INFO [20:44:53.872] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:44:53.875] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:44:54.072] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:44:54.267] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:44:54.459] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:44:54.652] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:44:54.836] [mlr3] Finished benchmark
INFO [20:44:54.864] [bbotk] Result of batch 139:INFO [20:44:54.871] [bbotk]
INFO [20:44:54.873] [bbotk] Evaluating 1 configuration(s)
INFO [20:44:54.881] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:44:54.885] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:44:55.063] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:44:55.233] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:44:55.408] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:44:55.579] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:44:55.750] [mlr3] Finished benchmark
INFO [20:44:55.765] [bbotk] Result of batch 140:INFO [20:44:55.770] [bbotk]
INFO [20:44:55.771] [bbotk] Evaluating 1 configuration(s)
INFO [20:44:55.776] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:44:55.779] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:44:56.105] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:44:56.419] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:44:56.731] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:44:57.049] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:44:57.353] [mlr3] Finished benchmark
INFO [20:44:57.369] [bbotk] Result of batch 141:INFO [20:44:57.373] [bbotk]
INFO [20:44:57.374] [bbotk] Evaluating 1 configuration(s)
INFO [20:44:57.379] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:44:57.382] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:44:57.704] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:44:58.023] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:44:58.337] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:44:58.671] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:44:58.988] [mlr3] Finished benchmark
INFO [20:44:59.003] [bbotk] Result of batch 142:INFO [20:44:59.008] [bbotk]
INFO [20:44:59.009] [bbotk] Evaluating 1 configuration(s)
INFO [20:44:59.015] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:44:59.018] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:44:59.184] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:44:59.351] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:44:59.515] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:44:59.682] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:44:59.847] [mlr3] Finished benchmark
INFO [20:44:59.862] [bbotk] Result of batch 143:INFO [20:44:59.866] [bbotk]
INFO [20:44:59.868] [bbotk] Evaluating 1 configuration(s)
INFO [20:44:59.872] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:44:59.876] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:44:59.981] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:45:00.087] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:45:00.204] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:45:00.309] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:45:00.413] [mlr3] Finished benchmark
INFO [20:45:00.428] [bbotk] Result of batch 144:INFO [20:45:00.432] [bbotk]
INFO [20:45:00.433] [bbotk] Evaluating 1 configuration(s)
INFO [20:45:00.438] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:45:00.441] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:45:00.548] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:45:00.654] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:45:00.770] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:45:00.883] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:45:00.987] [mlr3] Finished benchmark
INFO [20:45:01.002] [bbotk] Result of batch 145:INFO [20:45:01.007] [bbotk]
INFO [20:45:01.008] [bbotk] Evaluating 1 configuration(s)
INFO [20:45:01.013] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:45:01.017] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:45:01.152] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:45:01.284] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:45:01.419] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:45:01.558] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:45:01.687] [mlr3] Finished benchmark
INFO [20:45:01.702] [bbotk] Result of batch 146:INFO [20:45:01.706] [bbotk]
INFO [20:45:01.708] [bbotk] Evaluating 1 configuration(s)
INFO [20:45:01.712] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:45:01.716] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:45:01.794] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:45:01.873] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:45:01.949] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:45:02.027] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:45:02.103] [mlr3] Finished benchmark
INFO [20:45:02.118] [bbotk] Result of batch 147:INFO [20:45:02.123] [bbotk]
INFO [20:45:02.124] [bbotk] Evaluating 1 configuration(s)
INFO [20:45:02.129] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:45:02.132] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:45:02.278] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:45:02.418] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:45:02.564] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:45:02.711] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:45:02.853] [mlr3] Finished benchmark
INFO [20:45:02.868] [bbotk] Result of batch 148:INFO [20:45:02.873] [bbotk]
INFO [20:45:02.874] [bbotk] Evaluating 1 configuration(s)
INFO [20:45:02.879] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:45:02.882] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:45:03.144] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:45:03.399] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:45:03.653] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:45:03.905] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:45:04.148] [mlr3] Finished benchmark
INFO [20:45:04.164] [bbotk] Result of batch 149:INFO [20:45:04.168] [bbotk]
INFO [20:45:04.169] [bbotk] Evaluating 1 configuration(s)
INFO [20:45:04.174] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:45:04.178] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:45:04.256] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:45:04.335] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:45:04.411] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:45:04.489] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:45:04.569] [mlr3] Finished benchmark
INFO [20:45:04.585] [bbotk] Result of batch 150:INFO [20:45:04.589] [bbotk]
INFO [20:45:04.590] [bbotk] Evaluating 1 configuration(s)
INFO [20:45:04.595] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:45:04.598] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:45:04.895] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:45:05.183] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:45:05.466] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:45:05.748] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:45:06.022] [mlr3] Finished benchmark
INFO [20:45:06.038] [bbotk] Result of batch 151:INFO [20:45:06.042] [bbotk]
INFO [20:45:06.044] [bbotk] Evaluating 1 configuration(s)
INFO [20:45:06.049] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:45:06.052] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:45:06.131] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:45:06.207] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:45:06.283] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:45:06.361] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:45:06.439] [mlr3] Finished benchmark
INFO [20:45:06.455] [bbotk] Result of batch 152:INFO [20:45:06.459] [bbotk]
INFO [20:45:06.460] [bbotk] Evaluating 1 configuration(s)
INFO [20:45:06.465] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:45:06.468] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:45:06.694] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:45:06.917] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:45:07.140] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:45:07.362] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:45:07.593] [mlr3] Finished benchmark
INFO [20:45:07.613] [bbotk] Result of batch 153:INFO [20:45:07.618] [bbotk]
INFO [20:45:07.619] [bbotk] Evaluating 1 configuration(s)
INFO [20:45:07.624] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:45:07.628] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:45:07.964] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:45:08.287] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:45:08.611] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:45:08.939] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:45:09.267] [mlr3] Finished benchmark
INFO [20:45:09.282] [bbotk] Result of batch 154:INFO [20:45:09.286] [bbotk]
INFO [20:45:09.288] [bbotk] Evaluating 1 configuration(s)
INFO [20:45:09.292] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:45:09.295] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:45:09.374] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:45:09.453] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:45:09.530] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:45:09.606] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:45:09.680] [mlr3] Finished benchmark
INFO [20:45:09.695] [bbotk] Result of batch 155:INFO [20:45:09.700] [bbotk]
INFO [20:45:09.701] [bbotk] Evaluating 1 configuration(s)
INFO [20:45:09.706] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:45:09.709] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:45:09.892] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:45:10.066] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:45:10.239] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:45:10.406] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:45:10.576] [mlr3] Finished benchmark
INFO [20:45:10.591] [bbotk] Result of batch 156:INFO [20:45:10.596] [bbotk]
INFO [20:45:10.597] [bbotk] Evaluating 1 configuration(s)
INFO [20:45:10.602] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:45:10.605] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:45:10.863] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:45:11.115] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:45:11.369] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:45:11.619] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:45:11.860] [mlr3] Finished benchmark
INFO [20:45:11.876] [bbotk] Result of batch 157:INFO [20:45:11.880] [bbotk]
INFO [20:45:11.881] [bbotk] Evaluating 1 configuration(s)
INFO [20:45:11.886] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:45:11.890] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:45:12.056] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:45:12.218] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:45:12.383] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:45:12.559] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:45:12.732] [mlr3] Finished benchmark
INFO [20:45:12.748] [bbotk] Result of batch 158:INFO [20:45:12.753] [bbotk]
INFO [20:45:12.754] [bbotk] Evaluating 1 configuration(s)
INFO [20:45:12.759] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:45:12.763] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:45:12.901] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:45:13.036] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:45:13.166] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:45:13.300] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:45:13.433] [mlr3] Finished benchmark
INFO [20:45:13.449] [bbotk] Result of batch 159:INFO [20:45:13.453] [bbotk]
INFO [20:45:13.454] [bbotk] Evaluating 1 configuration(s)
INFO [20:45:13.459] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:45:13.462] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:45:13.572] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:45:13.680] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:45:13.789] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:45:13.902] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:45:14.007] [mlr3] Finished benchmark
INFO [20:45:14.023] [bbotk] Result of batch 160:INFO [20:45:14.028] [bbotk]
INFO [20:45:14.029] [bbotk] Evaluating 1 configuration(s)
INFO [20:45:14.034] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:45:14.037] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:45:14.186] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:45:14.331] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:45:14.472] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:45:14.607] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:45:14.741] [mlr3] Finished benchmark
INFO [20:45:14.757] [bbotk] Result of batch 161:INFO [20:45:14.761] [bbotk]
INFO [20:45:14.762] [bbotk] Evaluating 1 configuration(s)
INFO [20:45:14.766] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:45:14.769] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:45:14.881] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:45:14.989] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:45:15.098] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:45:15.213] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:45:15.317] [mlr3] Finished benchmark
INFO [20:45:15.333] [bbotk] Result of batch 162:INFO [20:45:15.337] [bbotk]
INFO [20:45:15.339] [bbotk] Evaluating 1 configuration(s)
INFO [20:45:15.343] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:45:15.346] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:45:15.520] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:45:15.691] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:45:15.871] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:45:16.049] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:45:16.218] [mlr3] Finished benchmark
INFO [20:45:16.234] [bbotk] Result of batch 163:INFO [20:45:16.238] [bbotk]
INFO [20:45:16.240] [bbotk] Evaluating 1 configuration(s)
INFO [20:45:16.244] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:45:16.247] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:45:16.570] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:45:16.885] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:45:17.202] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:45:17.524] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:45:17.827] [mlr3] Finished benchmark
INFO [20:45:17.842] [bbotk] Result of batch 164:INFO [20:45:17.847] [bbotk]
INFO [20:45:17.848] [bbotk] Evaluating 1 configuration(s)
INFO [20:45:17.853] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:45:17.856] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:45:18.111] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:45:18.364] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:45:18.616] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:45:18.882] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:45:19.130] [mlr3] Finished benchmark
INFO [20:45:19.147] [bbotk] Result of batch 165:INFO [20:45:19.151] [bbotk]
INFO [20:45:19.152] [bbotk] Evaluating 1 configuration(s)
INFO [20:45:19.157] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:45:19.160] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:45:19.361] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:45:19.553] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:45:19.749] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:45:19.945] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:45:20.132] [mlr3] Finished benchmark
INFO [20:45:20.147] [bbotk] Result of batch 166:INFO [20:45:20.152] [bbotk]
INFO [20:45:20.153] [bbotk] Evaluating 1 configuration(s)
INFO [20:45:20.157] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:45:20.160] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:45:20.483] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:45:20.805] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:45:21.126] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:45:21.460] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:45:21.775] [mlr3] Finished benchmark
INFO [20:45:21.792] [bbotk] Result of batch 167:INFO [20:45:21.796] [bbotk]
INFO [20:45:21.798] [bbotk] Evaluating 1 configuration(s)
INFO [20:45:21.802] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:45:21.806] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:45:22.109] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:45:22.412] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:45:22.706] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:45:23.004] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:45:23.295] [mlr3] Finished benchmark
INFO [20:45:23.311] [bbotk] Result of batch 168:INFO [20:45:23.315] [bbotk]
INFO [20:45:23.316] [bbotk] Evaluating 1 configuration(s)
INFO [20:45:23.321] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:45:23.325] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:45:23.502] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:45:23.671] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:45:23.850] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:45:24.026] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:45:24.194] [mlr3] Finished benchmark
INFO [20:45:24.210] [bbotk] Result of batch 169:INFO [20:45:24.214] [bbotk]
INFO [20:45:24.216] [bbotk] Evaluating 1 configuration(s)
INFO [20:45:24.221] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:45:24.224] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:45:24.371] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:45:24.512] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:45:24.652] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:45:24.793] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:45:24.928] [mlr3] Finished benchmark
INFO [20:45:24.944] [bbotk] Result of batch 170:INFO [20:45:24.948] [bbotk]
INFO [20:45:24.949] [bbotk] Evaluating 1 configuration(s)
INFO [20:45:24.954] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:45:24.958] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:45:25.290] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:45:25.615] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:45:25.949] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:45:26.283] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:45:26.602] [mlr3] Finished benchmark
INFO [20:45:26.618] [bbotk] Result of batch 171:INFO [20:45:26.623] [bbotk]
INFO [20:45:26.625] [bbotk] Evaluating 1 configuration(s)
INFO [20:45:26.629] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:45:26.632] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:45:26.909] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:45:27.173] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:45:27.435] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:45:27.702] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:45:27.967] [mlr3] Finished benchmark
INFO [20:45:27.983] [bbotk] Result of batch 172:INFO [20:45:27.987] [bbotk]
INFO [20:45:27.988] [bbotk] Evaluating 1 configuration(s)
INFO [20:45:27.993] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:45:27.996] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:45:28.324] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:45:28.640] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:45:28.956] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:45:29.272] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:45:29.577] [mlr3] Finished benchmark
INFO [20:45:29.592] [bbotk] Result of batch 173:INFO [20:45:29.596] [bbotk]
INFO [20:45:29.597] [bbotk] Evaluating 1 configuration(s)
INFO [20:45:29.602] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:45:29.606] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:45:29.691] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:45:29.769] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:45:29.845] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:45:29.922] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:45:29.994] [mlr3] Finished benchmark
INFO [20:45:30.017] [bbotk] Result of batch 174:INFO [20:45:30.023] [bbotk]
INFO [20:45:30.025] [bbotk] Evaluating 1 configuration(s)
INFO [20:45:30.032] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:45:30.036] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:45:30.243] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:45:30.446] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:45:30.653] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:45:30.853] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:45:31.052] [mlr3] Finished benchmark
INFO [20:45:31.067] [bbotk] Result of batch 175:INFO [20:45:31.072] [bbotk]
INFO [20:45:31.073] [bbotk] Evaluating 1 configuration(s)
INFO [20:45:31.077] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:45:31.080] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:45:31.376] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:45:31.664] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:45:31.950] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:45:32.266] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:45:32.549] [mlr3] Finished benchmark
INFO [20:45:32.569] [bbotk] Result of batch 176:INFO [20:45:32.574] [bbotk]
INFO [20:45:32.575] [bbotk] Evaluating 1 configuration(s)
INFO [20:45:32.580] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:45:32.583] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:45:32.850] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:45:33.118] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:45:33.388] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:45:33.652] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:45:33.914] [mlr3] Finished benchmark
INFO [20:45:33.929] [bbotk] Result of batch 177:INFO [20:45:33.934] [bbotk]
INFO [20:45:33.935] [bbotk] Evaluating 1 configuration(s)
INFO [20:45:33.940] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:45:33.943] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:45:34.186] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:45:34.421] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:45:34.654] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:45:34.890] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:45:35.121] [mlr3] Finished benchmark
INFO [20:45:35.136] [bbotk] Result of batch 178:INFO [20:45:35.141] [bbotk]
INFO [20:45:35.142] [bbotk] Evaluating 1 configuration(s)
INFO [20:45:35.147] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:45:35.150] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:45:35.415] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:45:35.672] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:45:35.933] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:45:36.188] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:45:36.434] [mlr3] Finished benchmark
INFO [20:45:36.450] [bbotk] Result of batch 179:INFO [20:45:36.455] [bbotk]
INFO [20:45:36.456] [bbotk] Evaluating 1 configuration(s)
INFO [20:45:36.461] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:45:36.464] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:45:36.675] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:45:36.872] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:45:37.070] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:45:37.269] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:45:37.462] [mlr3] Finished benchmark
INFO [20:45:37.478] [bbotk] Result of batch 180:INFO [20:45:37.482] [bbotk]
INFO [20:45:37.483] [bbotk] Evaluating 1 configuration(s)
INFO [20:45:37.488] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:45:37.491] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:45:37.751] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:45:38.006] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:45:38.254] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:45:38.516] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:45:38.765] [mlr3] Finished benchmark
INFO [20:45:38.785] [bbotk] Result of batch 181:INFO [20:45:38.789] [bbotk]
INFO [20:45:38.791] [bbotk] Evaluating 1 configuration(s)
INFO [20:45:38.795] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:45:38.798] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:45:38.884] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:45:38.962] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:45:39.038] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:45:39.118] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:45:39.191] [mlr3] Finished benchmark
INFO [20:45:39.207] [bbotk] Result of batch 182:INFO [20:45:39.211] [bbotk]
INFO [20:45:39.212] [bbotk] Evaluating 1 configuration(s)
INFO [20:45:39.217] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:45:39.220] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:45:39.328] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:45:39.433] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:45:39.539] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:45:39.646] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:45:39.750] [mlr3] Finished benchmark
INFO [20:45:39.766] [bbotk] Result of batch 183:INFO [20:45:39.770] [bbotk]
INFO [20:45:39.771] [bbotk] Evaluating 1 configuration(s)
INFO [20:45:39.776] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:45:39.779] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:45:39.899] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:45:40.004] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:45:40.117] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:45:40.229] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:45:40.334] [mlr3] Finished benchmark
INFO [20:45:40.350] [bbotk] Result of batch 184:INFO [20:45:40.354] [bbotk]
INFO [20:45:40.356] [bbotk] Evaluating 1 configuration(s)
INFO [20:45:40.360] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:45:40.364] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:45:40.440] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:45:40.516] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:45:40.591] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:45:40.664] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:45:40.736] [mlr3] Finished benchmark
INFO [20:45:40.752] [bbotk] Result of batch 185:INFO [20:45:40.756] [bbotk]
INFO [20:45:40.757] [bbotk] Evaluating 1 configuration(s)
INFO [20:45:40.762] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:45:40.765] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:45:41.035] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:45:41.288] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:45:41.541] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:45:41.794] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:45:42.037] [mlr3] Finished benchmark
INFO [20:45:42.052] [bbotk] Result of batch 186:INFO [20:45:42.056] [bbotk]
INFO [20:45:42.058] [bbotk] Evaluating 1 configuration(s)
INFO [20:45:42.062] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:45:42.065] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:45:42.266] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:45:42.443] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:45:42.620] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:45:42.790] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:45:42.960] [mlr3] Finished benchmark
INFO [20:45:42.975] [bbotk] Result of batch 187:INFO [20:45:42.980] [bbotk]
INFO [20:45:42.981] [bbotk] Evaluating 1 configuration(s)
INFO [20:45:42.986] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:45:42.989] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:45:43.066] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:45:43.146] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:45:43.223] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:45:43.301] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:45:43.374] [mlr3] Finished benchmark
INFO [20:45:43.390] [bbotk] Result of batch 188:INFO [20:45:43.394] [bbotk]
INFO [20:45:43.396] [bbotk] Evaluating 1 configuration(s)
INFO [20:45:43.400] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:45:43.403] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:45:43.540] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:45:43.674] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:45:43.811] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:45:43.947] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:45:44.084] [mlr3] Finished benchmark
INFO [20:45:44.112] [bbotk] Result of batch 189:INFO [20:45:44.118] [bbotk]
INFO [20:45:44.120] [bbotk] Evaluating 1 configuration(s)
INFO [20:45:44.127] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:45:44.132] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:45:44.284] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:45:44.422] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:45:44.560] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:45:44.699] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:45:44.831] [mlr3] Finished benchmark
INFO [20:45:44.847] [bbotk] Result of batch 190:INFO [20:45:44.851] [bbotk]
INFO [20:45:44.853] [bbotk] Evaluating 1 configuration(s)
INFO [20:45:44.857] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:45:44.860] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:45:44.939] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:45:45.016] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:45:45.093] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:45:45.168] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:45:45.244] [mlr3] Finished benchmark
INFO [20:45:45.260] [bbotk] Result of batch 191:INFO [20:45:45.265] [bbotk]
INFO [20:45:45.266] [bbotk] Evaluating 1 configuration(s)
INFO [20:45:45.270] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:45:45.273] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:45:45.417] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:45:45.554] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:45:45.691] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:45:45.827] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:45:45.972] [mlr3] Finished benchmark
INFO [20:45:45.994] [bbotk] Result of batch 192:INFO [20:45:46.000] [bbotk]
INFO [20:45:46.002] [bbotk] Evaluating 1 configuration(s)
INFO [20:45:46.008] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:45:46.011] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:45:46.088] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:45:46.166] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:45:46.244] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:45:46.322] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:45:46.395] [mlr3] Finished benchmark
INFO [20:45:46.410] [bbotk] Result of batch 193:INFO [20:45:46.415] [bbotk]
INFO [20:45:46.416] [bbotk] Evaluating 1 configuration(s)
INFO [20:45:46.420] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:45:46.423] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:45:46.718] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:45:47.004] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:45:47.289] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:45:47.574] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:45:47.850] [mlr3] Finished benchmark
INFO [20:45:47.865] [bbotk] Result of batch 194:INFO [20:45:47.870] [bbotk]
INFO [20:45:47.871] [bbotk] Evaluating 1 configuration(s)
INFO [20:45:47.875] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:45:47.879] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:45:48.150] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:45:48.426] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:45:48.696] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:45:48.960] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:45:49.225] [mlr3] Finished benchmark
INFO [20:45:49.241] [bbotk] Result of batch 195:INFO [20:45:49.245] [bbotk]
INFO [20:45:49.246] [bbotk] Evaluating 1 configuration(s)
INFO [20:45:49.251] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:45:49.255] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:45:49.407] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:45:49.548] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:45:49.687] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:45:49.830] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:45:49.969] [mlr3] Finished benchmark
INFO [20:45:49.984] [bbotk] Result of batch 196:INFO [20:45:49.988] [bbotk]
INFO [20:45:49.990] [bbotk] Evaluating 1 configuration(s)
INFO [20:45:49.994] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:45:49.998] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:45:50.237] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:45:50.470] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:45:50.700] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:45:50.941] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:45:51.182] [mlr3] Finished benchmark
INFO [20:45:51.202] [bbotk] Result of batch 197:INFO [20:45:51.207] [bbotk]
INFO [20:45:51.208] [bbotk] Evaluating 1 configuration(s)
INFO [20:45:51.213] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:45:51.216] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:45:51.550] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:45:51.872] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:45:52.191] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:45:52.506] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:45:52.819] [mlr3] Finished benchmark
INFO [20:45:52.834] [bbotk] Result of batch 198:INFO [20:45:52.839] [bbotk]
INFO [20:45:52.840] [bbotk] Evaluating 1 configuration(s)
INFO [20:45:52.845] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:45:52.848] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:45:53.048] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:45:53.243] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:45:53.437] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:45:53.635] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:45:53.835] [mlr3] Finished benchmark
INFO [20:45:53.858] [bbotk] Result of batch 199:INFO [20:45:53.864] [bbotk]
INFO [20:45:53.866] [bbotk] Evaluating 1 configuration(s)
INFO [20:45:53.871] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:45:53.875] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:45:54.176] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:45:54.469] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:45:54.755] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:45:55.046] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:45:55.330] [mlr3] Finished benchmark
INFO [20:45:55.346] [bbotk] Result of batch 200:INFO [20:45:55.351] [bbotk]
INFO [20:45:55.352] [bbotk] Evaluating 1 configuration(s)
INFO [20:45:55.356] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:45:55.360] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:45:55.633] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:45:55.899] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:45:56.163] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:45:56.427] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:45:56.702] [mlr3] Finished benchmark
INFO [20:45:56.724] [bbotk] Result of batch 201:INFO [20:45:56.731] [bbotk]
INFO [20:45:56.733] [bbotk] Evaluating 1 configuration(s)
INFO [20:45:56.738] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:45:56.742] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:45:56.832] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:45:56.912] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:45:56.989] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:45:57.066] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:45:57.144] [mlr3] Finished benchmark
INFO [20:45:57.159] [bbotk] Result of batch 202:INFO [20:45:57.164] [bbotk]
INFO [20:45:57.165] [bbotk] Evaluating 1 configuration(s)
INFO [20:45:57.169] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:45:57.172] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:45:57.252] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:45:57.327] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:45:57.404] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:45:57.481] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:45:57.554] [mlr3] Finished benchmark
INFO [20:45:57.569] [bbotk] Result of batch 203:INFO [20:45:57.574] [bbotk]
INFO [20:45:57.575] [bbotk] Evaluating 1 configuration(s)
INFO [20:45:57.580] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:45:57.583] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:45:57.851] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:45:58.114] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:45:58.378] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:45:58.636] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:45:58.885] [mlr3] Finished benchmark
INFO [20:45:58.902] [bbotk] Result of batch 204:INFO [20:45:58.906] [bbotk]
INFO [20:45:58.908] [bbotk] Evaluating 1 configuration(s)
INFO [20:45:58.912] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:45:58.915] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:45:59.216] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:45:59.512] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:45:59.810] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:46:00.102] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:46:00.394] [mlr3] Finished benchmark
INFO [20:46:00.410] [bbotk] Result of batch 205:INFO [20:46:00.415] [bbotk]
INFO [20:46:00.416] [bbotk] Evaluating 1 configuration(s)
INFO [20:46:00.429] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:46:00.434] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:46:00.523] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:46:00.608] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:46:00.685] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:46:00.761] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:46:00.834] [mlr3] Finished benchmark
INFO [20:46:00.850] [bbotk] Result of batch 206:INFO [20:46:00.854] [bbotk]
INFO [20:46:00.856] [bbotk] Evaluating 1 configuration(s)
INFO [20:46:00.860] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:46:00.863] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:46:01.126] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:46:01.390] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:46:01.646] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:46:01.900] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:46:02.144] [mlr3] Finished benchmark
INFO [20:46:02.160] [bbotk] Result of batch 207:INFO [20:46:02.165] [bbotk]
INFO [20:46:02.166] [bbotk] Evaluating 1 configuration(s)
INFO [20:46:02.170] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:46:02.173] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:46:02.290] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:46:02.411] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:46:02.526] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:46:02.639] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:46:02.747] [mlr3] Finished benchmark
INFO [20:46:02.764] [bbotk] Result of batch 208:INFO [20:46:02.768] [bbotk]
INFO [20:46:02.769] [bbotk] Evaluating 1 configuration(s)
INFO [20:46:02.774] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:46:02.778] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:46:02.955] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:46:03.130] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:46:03.302] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:46:03.472] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:46:03.641] [mlr3] Finished benchmark
INFO [20:46:03.657] [bbotk] Result of batch 209:INFO [20:46:03.661] [bbotk]
INFO [20:46:03.663] [bbotk] Evaluating 1 configuration(s)
INFO [20:46:03.667] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:46:03.671] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:46:03.968] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:46:04.264] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:46:04.554] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:46:04.847] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:46:05.125] [mlr3] Finished benchmark
INFO [20:46:05.141] [bbotk] Result of batch 210:INFO [20:46:05.146] [bbotk]
INFO [20:46:05.147] [bbotk] Evaluating 1 configuration(s)
INFO [20:46:05.152] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:46:05.155] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:46:05.491] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:46:05.814] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:46:06.146] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:46:06.472] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:46:06.806] [mlr3] Finished benchmark
INFO [20:46:06.829] [bbotk] Result of batch 211:INFO [20:46:06.835] [bbotk]
INFO [20:46:06.837] [bbotk] Evaluating 1 configuration(s)
INFO [20:46:06.842] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:46:06.845] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:46:07.118] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:46:07.382] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:46:07.642] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:46:07.905] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:46:08.158] [mlr3] Finished benchmark
INFO [20:46:08.173] [bbotk] Result of batch 212:INFO [20:46:08.178] [bbotk]
INFO [20:46:08.179] [bbotk] Evaluating 1 configuration(s)
INFO [20:46:08.184] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:46:08.187] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:46:08.325] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:46:08.468] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:46:08.607] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:46:08.758] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:46:08.896] [mlr3] Finished benchmark
INFO [20:46:08.916] [bbotk] Result of batch 213:INFO [20:46:08.920] [bbotk]
INFO [20:46:08.921] [bbotk] Evaluating 1 configuration(s)
INFO [20:46:08.926] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:46:08.929] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:46:09.073] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:46:09.208] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:46:09.342] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:46:09.478] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:46:09.610] [mlr3] Finished benchmark
INFO [20:46:09.626] [bbotk] Result of batch 214:INFO [20:46:09.630] [bbotk]
INFO [20:46:09.632] [bbotk] Evaluating 1 configuration(s)
INFO [20:46:09.636] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:46:09.640] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:46:09.963] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:46:10.508] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:46:10.820] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:46:11.132] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:46:11.437] [mlr3] Finished benchmark
INFO [20:46:11.452] [bbotk] Result of batch 215:INFO [20:46:11.456] [bbotk]
INFO [20:46:11.457] [bbotk] Evaluating 1 configuration(s)
INFO [20:46:11.461] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:46:11.464] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:46:11.582] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:46:11.690] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:46:11.796] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:46:11.903] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:46:12.006] [mlr3] Finished benchmark
INFO [20:46:12.021] [bbotk] Result of batch 216:INFO [20:46:12.026] [bbotk]
INFO [20:46:12.027] [bbotk] Evaluating 1 configuration(s)
INFO [20:46:12.031] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:46:12.034] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:46:12.203] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:46:12.368] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:46:12.528] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:46:12.692] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:46:12.853] [mlr3] Finished benchmark
INFO [20:46:12.869] [bbotk] Result of batch 217:INFO [20:46:12.873] [bbotk]
INFO [20:46:12.875] [bbotk] Evaluating 1 configuration(s)
INFO [20:46:12.879] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:46:12.882] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:46:13.086] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:46:13.281] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:46:13.474] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:46:13.671] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:46:13.861] [mlr3] Finished benchmark
INFO [20:46:13.876] [bbotk] Result of batch 218:INFO [20:46:13.881] [bbotk]
INFO [20:46:13.882] [bbotk] Evaluating 1 configuration(s)
INFO [20:46:13.886] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:46:13.890] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:46:14.126] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:46:14.353] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:46:14.578] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:46:14.802] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:46:15.023] [mlr3] Finished benchmark
INFO [20:46:15.038] [bbotk] Result of batch 219:INFO [20:46:15.042] [bbotk]
INFO [20:46:15.044] [bbotk] Evaluating 1 configuration(s)
INFO [20:46:15.048] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:46:15.051] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:46:15.136] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:46:15.213] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:46:15.288] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:46:15.366] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:46:15.441] [mlr3] Finished benchmark
INFO [20:46:15.456] [bbotk] Result of batch 220:INFO [20:46:15.460] [bbotk]
INFO [20:46:15.462] [bbotk] Evaluating 1 configuration(s)
INFO [20:46:15.466] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:46:15.469] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:46:15.784] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:46:16.098] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:46:16.417] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:46:16.734] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:46:17.040] [mlr3] Finished benchmark
INFO [20:46:17.056] [bbotk] Result of batch 221:INFO [20:46:17.060] [bbotk]
INFO [20:46:17.062] [bbotk] Evaluating 1 configuration(s)
INFO [20:46:17.066] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:46:17.069] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:46:17.216] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:46:17.364] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:46:17.503] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:46:17.642] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:46:17.776] [mlr3] Finished benchmark
INFO [20:46:17.791] [bbotk] Result of batch 222:INFO [20:46:17.795] [bbotk]
INFO [20:46:17.797] [bbotk] Evaluating 1 configuration(s)
INFO [20:46:17.801] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:46:17.804] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:46:18.133] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:46:18.464] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:46:18.794] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:46:19.116] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:46:19.432] [mlr3] Finished benchmark
INFO [20:46:19.448] [bbotk] Result of batch 223:INFO [20:46:19.452] [bbotk]
INFO [20:46:19.454] [bbotk] Evaluating 1 configuration(s)
INFO [20:46:19.458] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:46:19.461] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:46:19.806] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:46:20.136] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:46:20.464] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:46:20.798] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:46:21.121] [mlr3] Finished benchmark
INFO [20:46:21.137] [bbotk] Result of batch 224:INFO [20:46:21.142] [bbotk]
INFO [20:46:21.143] [bbotk] Evaluating 1 configuration(s)
INFO [20:46:21.147] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:46:21.150] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:46:21.321] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:46:21.486] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:46:21.649] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:46:21.815] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:46:21.975] [mlr3] Finished benchmark
INFO [20:46:21.990] [bbotk] Result of batch 225:INFO [20:46:21.994] [bbotk]
INFO [20:46:21.995] [bbotk] Evaluating 1 configuration(s)
INFO [20:46:21.999] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:46:22.002] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:46:22.116] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:46:22.221] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:46:22.324] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:46:22.428] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:46:22.526] [mlr3] Finished benchmark
INFO [20:46:22.541] [bbotk] Result of batch 226:INFO [20:46:22.545] [bbotk]
INFO [20:46:22.546] [bbotk] Evaluating 1 configuration(s)
INFO [20:46:22.551] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:46:22.554] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:46:22.760] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:46:22.961] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:46:23.163] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:46:23.365] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:46:23.564] [mlr3] Finished benchmark
INFO [20:46:23.579] [bbotk] Result of batch 227:INFO [20:46:23.583] [bbotk]
INFO [20:46:23.584] [bbotk] Evaluating 1 configuration(s)
INFO [20:46:23.589] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:46:23.592] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:46:23.917] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:46:24.232] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:46:24.555] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:46:24.871] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:46:25.178] [mlr3] Finished benchmark
INFO [20:46:25.193] [bbotk] Result of batch 228:INFO [20:46:25.198] [bbotk]
INFO [20:46:25.199] [bbotk] Evaluating 1 configuration(s)
INFO [20:46:25.203] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:46:25.206] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:46:25.375] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:46:25.539] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:46:25.699] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:46:25.861] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:46:26.020] [mlr3] Finished benchmark
INFO [20:46:26.035] [bbotk] Result of batch 229:INFO [20:46:26.040] [bbotk]
INFO [20:46:26.041] [bbotk] Evaluating 1 configuration(s)
INFO [20:46:26.045] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:46:26.048] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:46:26.256] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:46:26.459] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:46:26.657] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:46:26.858] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:46:27.048] [mlr3] Finished benchmark
INFO [20:46:27.063] [bbotk] Result of batch 230:INFO [20:46:27.068] [bbotk]
INFO [20:46:27.069] [bbotk] Evaluating 1 configuration(s)
INFO [20:46:27.073] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:46:27.076] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:46:27.377] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:46:27.681] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:46:27.992] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:46:28.295] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:46:28.597] [mlr3] Finished benchmark
INFO [20:46:28.612] [bbotk] Result of batch 231:INFO [20:46:28.617] [bbotk]
INFO [20:46:28.618] [bbotk] Evaluating 1 configuration(s)
INFO [20:46:28.622] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:46:28.626] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:46:28.850] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:46:29.059] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:46:29.259] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:46:29.465] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:46:29.667] [mlr3] Finished benchmark
INFO [20:46:29.682] [bbotk] Result of batch 232:INFO [20:46:29.687] [bbotk]
INFO [20:46:29.688] [bbotk] Evaluating 1 configuration(s)
INFO [20:46:29.692] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:46:29.696] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:46:29.775] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:46:29.850] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:46:29.924] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:46:30.002] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:46:30.079] [mlr3] Finished benchmark
INFO [20:46:30.096] [bbotk] Result of batch 233:INFO [20:46:30.100] [bbotk]
INFO [20:46:30.101] [bbotk] Evaluating 1 configuration(s)
INFO [20:46:30.106] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:46:30.109] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:46:30.387] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:46:30.663] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:46:30.933] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:46:31.198] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:46:31.467] [mlr3] Finished benchmark
INFO [20:46:31.483] [bbotk] Result of batch 234:INFO [20:46:31.487] [bbotk]
INFO [20:46:31.489] [bbotk] Evaluating 1 configuration(s)
INFO [20:46:31.493] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:46:31.496] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:46:31.793] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:46:32.088] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:46:32.378] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:46:32.662] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:46:32.943] [mlr3] Finished benchmark
INFO [20:46:32.959] [bbotk] Result of batch 235:INFO [20:46:32.964] [bbotk]
INFO [20:46:32.965] [bbotk] Evaluating 1 configuration(s)
INFO [20:46:32.969] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:46:32.973] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:46:33.097] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:46:33.208] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:46:33.318] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:46:33.431] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:46:33.541] [mlr3] Finished benchmark
INFO [20:46:33.567] [bbotk] Result of batch 236:INFO [20:46:33.572] [bbotk]
INFO [20:46:33.573] [bbotk] Evaluating 1 configuration(s)
INFO [20:46:33.578] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:46:33.581] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:46:33.752] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:46:33.922] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:46:34.092] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:46:34.261] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:46:34.424] [mlr3] Finished benchmark
INFO [20:46:34.439] [bbotk] Result of batch 237:INFO [20:46:34.443] [bbotk]
INFO [20:46:34.444] [bbotk] Evaluating 1 configuration(s)
INFO [20:46:34.449] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:46:34.452] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:46:34.753] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:46:35.041] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:46:35.332] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:46:35.620] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:46:35.903] [mlr3] Finished benchmark
INFO [20:46:35.919] [bbotk] Result of batch 238:INFO [20:46:35.924] [bbotk]
INFO [20:46:35.925] [bbotk] Evaluating 1 configuration(s)
INFO [20:46:35.930] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:46:35.933] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:46:36.200] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:46:36.466] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:46:36.730] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:46:36.989] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:46:37.260] [mlr3] Finished benchmark
INFO [20:46:37.276] [bbotk] Result of batch 239:INFO [20:46:37.281] [bbotk]
INFO [20:46:37.282] [bbotk] Evaluating 1 configuration(s)
INFO [20:46:37.287] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:46:37.290] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:46:37.539] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:46:37.769] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:46:38.002] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:46:38.231] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:46:38.458] [mlr3] Finished benchmark
INFO [20:46:38.473] [bbotk] Result of batch 240:INFO [20:46:38.478] [bbotk]
INFO [20:46:38.479] [bbotk] Evaluating 1 configuration(s)
INFO [20:46:38.483] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:46:38.486] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:46:38.787] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:46:39.080] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:46:39.372] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:46:39.667] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:46:39.955] [mlr3] Finished benchmark
INFO [20:46:39.972] [bbotk] Result of batch 241:INFO [20:46:39.976] [bbotk]
INFO [20:46:39.978] [bbotk] Evaluating 1 configuration(s)
INFO [20:46:39.983] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:46:39.986] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:46:40.070] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:46:40.150] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:46:40.274] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:46:40.351] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:46:40.426] [mlr3] Finished benchmark
INFO [20:46:40.442] [bbotk] Result of batch 242:INFO [20:46:40.446] [bbotk]
INFO [20:46:40.447] [bbotk] Evaluating 1 configuration(s)
INFO [20:46:40.451] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:46:40.454] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:46:40.755] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:46:41.043] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:46:41.342] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:46:41.631] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:46:41.912] [mlr3] Finished benchmark
INFO [20:46:41.927] [bbotk] Result of batch 243:INFO [20:46:41.931] [bbotk]
INFO [20:46:41.932] [bbotk] Evaluating 1 configuration(s)
INFO [20:46:41.937] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:46:41.939] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:46:42.202] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:46:42.454] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:46:42.709] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:46:42.961] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:46:43.213] [mlr3] Finished benchmark
INFO [20:46:43.229] [bbotk] Result of batch 244:INFO [20:46:43.233] [bbotk]
INFO [20:46:43.234] [bbotk] Evaluating 1 configuration(s)
INFO [20:46:43.238] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:46:43.241] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:46:43.477] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:46:43.704] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:46:43.931] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:46:44.162] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:46:44.383] [mlr3] Finished benchmark
INFO [20:46:44.398] [bbotk] Result of batch 245:INFO [20:46:44.403] [bbotk]
INFO [20:46:44.404] [bbotk] Evaluating 1 configuration(s)
INFO [20:46:44.408] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:46:44.411] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:46:44.681] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:46:44.944] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:46:45.211] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:46:45.477] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:46:45.743] [mlr3] Finished benchmark
INFO [20:46:45.759] [bbotk] Result of batch 246:INFO [20:46:45.763] [bbotk]
INFO [20:46:45.764] [bbotk] Evaluating 1 configuration(s)
INFO [20:46:45.768] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:46:45.771] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:46:46.011] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:46:46.236] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:46:46.462] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:46:46.687] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:46:46.909] [mlr3] Finished benchmark
INFO [20:46:46.925] [bbotk] Result of batch 247:INFO [20:46:46.929] [bbotk]
INFO [20:46:46.930] [bbotk] Evaluating 1 configuration(s)
INFO [20:46:46.934] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:46:46.937] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:46:47.073] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:46:47.206] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:46:47.345] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:46:47.491] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:46:47.623] [mlr3] Finished benchmark
INFO [20:46:47.638] [bbotk] Result of batch 248:INFO [20:46:47.642] [bbotk]
INFO [20:46:47.643] [bbotk] Evaluating 1 configuration(s)
INFO [20:46:47.648] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:46:47.651] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:46:47.969] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:46:48.280] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:46:48.588] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:46:48.907] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:46:49.216] [mlr3] Finished benchmark
INFO [20:46:49.231] [bbotk] Result of batch 249:INFO [20:46:49.235] [bbotk]
INFO [20:46:49.237] [bbotk] Evaluating 1 configuration(s)
INFO [20:46:49.241] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:46:49.244] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:46:49.570] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:46:49.882] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:46:50.196] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:46:50.510] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:46:50.820] [mlr3] Finished benchmark
INFO [20:46:50.836] [bbotk] Result of batch 250:INFO [20:46:50.840] [bbotk]
INFO [20:46:50.842] [bbotk] Evaluating 1 configuration(s)
INFO [20:46:50.846] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:46:50.849] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:46:51.079] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:46:51.314] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:46:51.545] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:46:51.788] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:46:52.015] [mlr3] Finished benchmark
INFO [20:46:52.030] [bbotk] Result of batch 251:INFO [20:46:52.034] [bbotk]
INFO [20:46:52.036] [bbotk] Evaluating 1 configuration(s)
INFO [20:46:52.040] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:46:52.043] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:46:52.125] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:46:52.202] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:46:52.275] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:46:52.350] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:46:52.422] [mlr3] Finished benchmark
INFO [20:46:52.438] [bbotk] Result of batch 252:INFO [20:46:52.442] [bbotk]
INFO [20:46:52.443] [bbotk] Evaluating 1 configuration(s)
INFO [20:46:52.448] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:46:52.451] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:46:52.779] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:46:53.109] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:46:53.436] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:46:53.763] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:46:54.085] [mlr3] Finished benchmark
INFO [20:46:54.100] [bbotk] Result of batch 253:INFO [20:46:54.105] [bbotk]
INFO [20:46:54.106] [bbotk] Evaluating 1 configuration(s)
INFO [20:46:54.110] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:46:54.113] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:46:54.316] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:46:54.515] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:46:54.722] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:46:54.921] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:46:55.112] [mlr3] Finished benchmark
INFO [20:46:55.128] [bbotk] Result of batch 254:INFO [20:46:55.132] [bbotk]
INFO [20:46:55.133] [bbotk] Evaluating 1 configuration(s)
INFO [20:46:55.137] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:46:55.140] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:46:55.350] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:46:55.552] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:46:55.755] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:46:55.962] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:46:56.154] [mlr3] Finished benchmark
INFO [20:46:56.170] [bbotk] Result of batch 255:INFO [20:46:56.174] [bbotk]
INFO [20:46:56.175] [bbotk] Evaluating 1 configuration(s)
INFO [20:46:56.179] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:46:56.182] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:46:56.291] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:46:56.398] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:46:56.503] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:46:56.605] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:46:56.708] [mlr3] Finished benchmark
INFO [20:46:56.724] [bbotk] Result of batch 256:INFO [20:46:56.728] [bbotk]
INFO [20:46:56.729] [bbotk] Evaluating 1 configuration(s)
INFO [20:46:56.733] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:46:56.736] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:46:56.943] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:46:57.142] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:46:57.350] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:46:57.546] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:46:57.742] [mlr3] Finished benchmark
INFO [20:46:57.757] [bbotk] Result of batch 257:INFO [20:46:57.762] [bbotk]
INFO [20:46:57.763] [bbotk] Evaluating 1 configuration(s)
INFO [20:46:57.767] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:46:57.770] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:46:58.005] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:46:58.238] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:46:58.471] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:46:58.703] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:46:58.930] [mlr3] Finished benchmark
INFO [20:46:58.945] [bbotk] Result of batch 258:INFO [20:46:58.950] [bbotk]
INFO [20:46:58.951] [bbotk] Evaluating 1 configuration(s)
INFO [20:46:58.955] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:46:58.958] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:46:59.173] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:46:59.364] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:46:59.561] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:46:59.758] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:46:59.946] [mlr3] Finished benchmark
INFO [20:46:59.962] [bbotk] Result of batch 259:INFO [20:46:59.966] [bbotk]
INFO [20:46:59.968] [bbotk] Evaluating 1 configuration(s)
INFO [20:46:59.972] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:46:59.975] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:47:00.151] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:47:00.344] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:47:00.516] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:47:00.690] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:47:00.860] [mlr3] Finished benchmark
INFO [20:47:00.875] [bbotk] Result of batch 260:INFO [20:47:00.879] [bbotk]
INFO [20:47:00.880] [bbotk] Evaluating 1 configuration(s)
INFO [20:47:00.885] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:47:00.888] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:47:01.148] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:47:01.405] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:47:01.662] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:47:01.925] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:47:02.179] [mlr3] Finished benchmark
INFO [20:47:02.195] [bbotk] Result of batch 261:INFO [20:47:02.199] [bbotk]
INFO [20:47:02.200] [bbotk] Evaluating 1 configuration(s)
INFO [20:47:02.205] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:47:02.208] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:47:02.518] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:47:02.810] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:47:03.104] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:47:03.400] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:47:03.707] [mlr3] Finished benchmark
INFO [20:47:03.722] [bbotk] Result of batch 262:INFO [20:47:03.727] [bbotk]
INFO [20:47:03.728] [bbotk] Evaluating 1 configuration(s)
INFO [20:47:03.732] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:47:03.735] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:47:03.811] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:47:03.884] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:47:03.960] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:47:04.036] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:47:04.111] [mlr3] Finished benchmark
INFO [20:47:04.126] [bbotk] Result of batch 263:INFO [20:47:04.130] [bbotk]
INFO [20:47:04.131] [bbotk] Evaluating 1 configuration(s)
INFO [20:47:04.136] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:47:04.139] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:47:04.351] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:47:04.553] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:47:04.756] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:47:04.962] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:47:05.162] [mlr3] Finished benchmark
INFO [20:47:05.178] [bbotk] Result of batch 264:INFO [20:47:05.182] [bbotk]
INFO [20:47:05.183] [bbotk] Evaluating 1 configuration(s)
INFO [20:47:05.187] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:47:05.190] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:47:05.521] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:47:05.845] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:47:06.163] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:47:06.490] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:47:06.805] [mlr3] Finished benchmark
INFO [20:47:06.821] [bbotk] Result of batch 265:INFO [20:47:06.825] [bbotk]
INFO [20:47:06.827] [bbotk] Evaluating 1 configuration(s)
INFO [20:47:06.831] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:47:06.834] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:47:07.069] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:47:07.296] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:47:07.523] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:47:07.745] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:47:07.962] [mlr3] Finished benchmark
INFO [20:47:07.978] [bbotk] Result of batch 266:INFO [20:47:07.982] [bbotk]
INFO [20:47:07.984] [bbotk] Evaluating 1 configuration(s)
INFO [20:47:07.988] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:47:07.991] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:47:08.295] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:47:08.594] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:47:08.892] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:47:09.187] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:47:09.473] [mlr3] Finished benchmark
INFO [20:47:09.498] [bbotk] Result of batch 267:INFO [20:47:09.502] [bbotk]
INFO [20:47:09.503] [bbotk] Evaluating 1 configuration(s)
INFO [20:47:09.507] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:47:09.510] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:47:09.614] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:47:09.717] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:47:09.822] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:47:09.929] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:47:10.032] [mlr3] Finished benchmark
INFO [20:47:10.047] [bbotk] Result of batch 268:INFO [20:47:10.051] [bbotk]
INFO [20:47:10.053] [bbotk] Evaluating 1 configuration(s)
INFO [20:47:10.057] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:47:10.060] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:47:10.232] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:47:10.397] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:47:10.560] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:47:10.725] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:47:10.887] [mlr3] Finished benchmark
INFO [20:47:10.903] [bbotk] Result of batch 269:INFO [20:47:10.907] [bbotk]
INFO [20:47:10.908] [bbotk] Evaluating 1 configuration(s)
INFO [20:47:10.912] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:47:10.915] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:47:11.058] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:47:11.204] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:47:11.346] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:47:11.488] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:47:11.633] [mlr3] Finished benchmark
INFO [20:47:11.649] [bbotk] Result of batch 270:INFO [20:47:11.654] [bbotk]
INFO [20:47:11.655] [bbotk] Evaluating 1 configuration(s)
INFO [20:47:11.659] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:47:11.662] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:47:11.952] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:47:12.238] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:47:12.523] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:47:12.805] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:47:13.078] [mlr3] Finished benchmark
INFO [20:47:13.094] [bbotk] Result of batch 271:INFO [20:47:13.098] [bbotk]
INFO [20:47:13.100] [bbotk] Evaluating 1 configuration(s)
INFO [20:47:13.104] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:47:13.107] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:47:13.318] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:47:13.525] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:47:13.725] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:47:13.924] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:47:14.125] [mlr3] Finished benchmark
INFO [20:47:14.140] [bbotk] Result of batch 272:INFO [20:47:14.144] [bbotk]
INFO [20:47:14.146] [bbotk] Evaluating 1 configuration(s)
INFO [20:47:14.150] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:47:14.153] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:47:14.433] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:47:14.706] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:47:14.975] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:47:15.248] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:47:15.511] [mlr3] Finished benchmark
INFO [20:47:15.527] [bbotk] Result of batch 273:INFO [20:47:15.531] [bbotk]
INFO [20:47:15.532] [bbotk] Evaluating 1 configuration(s)
INFO [20:47:15.537] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:47:15.540] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:47:15.619] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:47:15.699] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:47:15.777] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:47:15.854] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:47:15.931] [mlr3] Finished benchmark
INFO [20:47:15.946] [bbotk] Result of batch 274:INFO [20:47:15.950] [bbotk]
INFO [20:47:15.952] [bbotk] Evaluating 1 configuration(s)
INFO [20:47:15.956] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:47:15.959] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:47:16.109] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:47:16.253] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:47:16.403] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:47:16.544] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:47:16.681] [mlr3] Finished benchmark
INFO [20:47:16.696] [bbotk] Result of batch 275:INFO [20:47:16.701] [bbotk]
INFO [20:47:16.702] [bbotk] Evaluating 1 configuration(s)
INFO [20:47:16.706] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:47:16.709] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:47:16.785] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:47:16.862] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:47:16.938] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:47:17.014] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:47:17.095] [mlr3] Finished benchmark
INFO [20:47:17.113] [bbotk] Result of batch 276:INFO [20:47:17.117] [bbotk]
INFO [20:47:17.118] [bbotk] Evaluating 1 configuration(s)
INFO [20:47:17.122] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:47:17.125] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:47:17.201] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:47:17.276] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:47:17.352] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:47:17.428] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:47:17.504] [mlr3] Finished benchmark
INFO [20:47:17.520] [bbotk] Result of batch 277:INFO [20:47:17.524] [bbotk]
INFO [20:47:17.525] [bbotk] Evaluating 1 configuration(s)
INFO [20:47:17.530] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:47:17.533] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:47:17.715] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:47:17.884] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:47:18.052] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:47:18.223] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:47:18.388] [mlr3] Finished benchmark
INFO [20:47:18.403] [bbotk] Result of batch 278:INFO [20:47:18.407] [bbotk]
INFO [20:47:18.409] [bbotk] Evaluating 1 configuration(s)
INFO [20:47:18.413] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:47:18.416] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:47:18.492] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:47:18.565] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:47:18.641] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:47:18.716] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:47:18.792] [mlr3] Finished benchmark
INFO [20:47:18.810] [bbotk] Result of batch 279:INFO [20:47:18.814] [bbotk]
INFO [20:47:18.815] [bbotk] Evaluating 1 configuration(s)
INFO [20:47:18.819] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:47:18.822] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:47:18.931] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:47:19.042] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:47:19.161] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:47:19.271] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:47:19.379] [mlr3] Finished benchmark
INFO [20:47:19.394] [bbotk] Result of batch 280:INFO [20:47:19.399] [bbotk]
INFO [20:47:19.400] [bbotk] Evaluating 1 configuration(s)
INFO [20:47:19.404] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:47:19.407] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:47:19.650] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:47:19.885] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:47:20.118] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:47:20.349] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:47:20.579] [mlr3] Finished benchmark
INFO [20:47:20.594] [bbotk] Result of batch 281:INFO [20:47:20.599] [bbotk]
INFO [20:47:20.600] [bbotk] Evaluating 1 configuration(s)
INFO [20:47:20.604] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:47:20.607] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:47:20.839] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:47:21.070] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:47:21.294] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:47:21.526] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:47:21.751] [mlr3] Finished benchmark
INFO [20:47:21.767] [bbotk] Result of batch 282:INFO [20:47:21.771] [bbotk]
INFO [20:47:21.773] [bbotk] Evaluating 1 configuration(s)
INFO [20:47:21.777] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:47:21.780] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:47:22.069] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:47:22.358] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:47:22.640] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:47:22.920] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:47:23.192] [mlr3] Finished benchmark
INFO [20:47:23.207] [bbotk] Result of batch 283:INFO [20:47:23.212] [bbotk]
INFO [20:47:23.213] [bbotk] Evaluating 1 configuration(s)
INFO [20:47:23.217] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:47:23.220] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:47:23.530] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:47:23.816] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:47:24.102] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:47:24.401] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:47:24.686] [mlr3] Finished benchmark
INFO [20:47:24.702] [bbotk] Result of batch 284:INFO [20:47:24.706] [bbotk]
INFO [20:47:24.707] [bbotk] Evaluating 1 configuration(s)
INFO [20:47:24.711] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:47:24.714] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:47:24.787] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:47:24.862] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:47:24.939] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:47:25.013] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:47:25.098] [mlr3] Finished benchmark
INFO [20:47:25.115] [bbotk] Result of batch 285:INFO [20:47:25.119] [bbotk]
INFO [20:47:25.120] [bbotk] Evaluating 1 configuration(s)
INFO [20:47:25.124] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:47:25.127] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:47:25.264] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:47:25.400] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:47:25.533] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:47:25.667] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:47:25.797] [mlr3] Finished benchmark
INFO [20:47:25.822] [bbotk] Result of batch 286:INFO [20:47:25.826] [bbotk]
INFO [20:47:25.827] [bbotk] Evaluating 1 configuration(s)
INFO [20:47:25.832] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:47:25.835] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:47:26.064] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:47:26.286] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:47:26.511] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:47:26.733] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:47:26.955] [mlr3] Finished benchmark
INFO [20:47:26.971] [bbotk] Result of batch 287:INFO [20:47:26.975] [bbotk]
INFO [20:47:26.976] [bbotk] Evaluating 1 configuration(s)
INFO [20:47:26.981] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:47:26.983] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:47:27.222] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:47:27.449] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:47:27.682] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:47:27.916] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:47:28.165] [mlr3] Finished benchmark
INFO [20:47:28.181] [bbotk] Result of batch 288:INFO [20:47:28.185] [bbotk]
INFO [20:47:28.186] [bbotk] Evaluating 1 configuration(s)
INFO [20:47:28.190] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:47:28.193] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:47:28.364] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:47:28.529] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:47:28.696] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:47:28.859] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:47:29.020] [mlr3] Finished benchmark
INFO [20:47:29.036] [bbotk] Result of batch 289:INFO [20:47:29.040] [bbotk]
INFO [20:47:29.041] [bbotk] Evaluating 1 configuration(s)
INFO [20:47:29.045] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:47:29.048] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:47:29.194] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:47:29.334] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:47:29.472] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:47:29.611] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:47:29.758] [mlr3] Finished benchmark
INFO [20:47:29.774] [bbotk] Result of batch 290:INFO [20:47:29.778] [bbotk]
INFO [20:47:29.779] [bbotk] Evaluating 1 configuration(s)
INFO [20:47:29.784] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:47:29.787] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:47:29.957] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:47:30.126] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:47:30.293] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:47:30.458] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:47:30.623] [mlr3] Finished benchmark
INFO [20:47:30.639] [bbotk] Result of batch 291:INFO [20:47:30.643] [bbotk]
INFO [20:47:30.645] [bbotk] Evaluating 1 configuration(s)
INFO [20:47:30.649] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:47:30.652] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:47:30.819] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:47:30.983] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:47:31.152] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:47:31.327] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:47:31.487] [mlr3] Finished benchmark
INFO [20:47:31.503] [bbotk] Result of batch 292:INFO [20:47:31.508] [bbotk]
INFO [20:47:31.509] [bbotk] Evaluating 1 configuration(s)
INFO [20:47:31.513] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:47:31.516] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:47:31.730] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:47:31.933] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:47:32.135] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:47:32.337] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:47:32.539] [mlr3] Finished benchmark
INFO [20:47:32.554] [bbotk] Result of batch 293:INFO [20:47:32.558] [bbotk]
INFO [20:47:32.560] [bbotk] Evaluating 1 configuration(s)
INFO [20:47:32.564] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:47:32.567] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:47:32.766] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:47:32.964] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:47:33.200] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:47:33.403] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:47:33.605] [mlr3] Finished benchmark
INFO [20:47:33.621] [bbotk] Result of batch 294:INFO [20:47:33.625] [bbotk]
INFO [20:47:33.627] [bbotk] Evaluating 1 configuration(s)
INFO [20:47:33.631] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:47:33.634] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:47:33.776] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:47:33.915] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:47:34.057] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:47:34.195] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:47:34.330] [mlr3] Finished benchmark
INFO [20:47:34.346] [bbotk] Result of batch 295:INFO [20:47:34.350] [bbotk]
INFO [20:47:34.351] [bbotk] Evaluating 1 configuration(s)
INFO [20:47:34.355] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:47:34.358] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:47:34.664] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:47:34.965] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:47:35.259] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:47:35.553] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:47:35.841] [mlr3] Finished benchmark
INFO [20:47:35.856] [bbotk] Result of batch 296:INFO [20:47:35.860] [bbotk]
INFO [20:47:35.862] [bbotk] Evaluating 1 configuration(s)
INFO [20:47:35.866] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:47:35.869] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:47:36.194] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:47:36.535] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:47:36.854] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:47:37.175] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:47:37.499] [mlr3] Finished benchmark
INFO [20:47:37.515] [bbotk] Result of batch 297:INFO [20:47:37.519] [bbotk]
INFO [20:47:37.520] [bbotk] Evaluating 1 configuration(s)
INFO [20:47:37.524] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:47:37.527] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:47:37.665] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:47:37.802] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:47:37.938] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:47:38.073] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:47:38.206] [mlr3] Finished benchmark
INFO [20:47:38.223] [bbotk] Result of batch 298:INFO [20:47:38.227] [bbotk]
INFO [20:47:38.228] [bbotk] Evaluating 1 configuration(s)
INFO [20:47:38.233] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:47:38.236] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:47:38.340] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:47:38.453] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:47:38.562] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:47:38.669] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:47:38.773] [mlr3] Finished benchmark
INFO [20:47:38.789] [bbotk] Result of batch 299:INFO [20:47:38.794] [bbotk]
INFO [20:47:38.795] [bbotk] Evaluating 1 configuration(s)
INFO [20:47:38.799] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:47:38.802] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:47:38.976] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:47:39.156] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:47:39.325] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:47:39.494] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:47:39.661] [mlr3] Finished benchmark
INFO [20:47:39.677] [bbotk] Result of batch 300:INFO [20:47:39.681] [bbotk]
INFO [20:47:39.682] [bbotk] Evaluating 1 configuration(s)
INFO [20:47:39.687] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:47:39.690] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:47:39.834] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:47:39.969] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:47:40.103] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:47:40.235] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:47:40.367] [mlr3] Finished benchmark
INFO [20:47:40.383] [bbotk] Result of batch 301:INFO [20:47:40.387] [bbotk]
INFO [20:47:40.389] [bbotk] Evaluating 1 configuration(s)
INFO [20:47:40.393] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:47:40.396] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:47:40.673] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:47:40.939] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:47:41.206] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:47:41.470] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:47:41.734] [mlr3] Finished benchmark
INFO [20:47:41.750] [bbotk] Result of batch 302:INFO [20:47:41.755] [bbotk]
INFO [20:47:41.756] [bbotk] Evaluating 1 configuration(s)
INFO [20:47:41.760] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:47:41.763] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:47:42.033] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:47:42.291] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:47:42.545] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:47:42.800] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:47:43.052] [mlr3] Finished benchmark
INFO [20:47:43.068] [bbotk] Result of batch 303:INFO [20:47:43.072] [bbotk]
INFO [20:47:43.073] [bbotk] Evaluating 1 configuration(s)
INFO [20:47:43.077] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:47:43.080] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:47:43.309] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:47:43.538] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:47:43.763] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:47:43.987] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:47:44.204] [mlr3] Finished benchmark
INFO [20:47:44.220] [bbotk] Result of batch 304:INFO [20:47:44.225] [bbotk]
INFO [20:47:44.226] [bbotk] Evaluating 1 configuration(s)
INFO [20:47:44.230] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:47:44.233] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:47:44.472] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:47:44.697] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:47:44.921] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:47:45.146] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:47:45.376] [mlr3] Finished benchmark
INFO [20:47:45.396] [bbotk] Result of batch 305:INFO [20:47:45.400] [bbotk]
INFO [20:47:45.401] [bbotk] Evaluating 1 configuration(s)
INFO [20:47:45.406] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:47:45.409] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:47:45.551] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:47:45.689] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:47:45.827] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:47:45.970] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:47:46.108] [mlr3] Finished benchmark
INFO [20:47:46.124] [bbotk] Result of batch 306:INFO [20:47:46.128] [bbotk]
INFO [20:47:46.130] [bbotk] Evaluating 1 configuration(s)
INFO [20:47:46.134] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:47:46.137] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:47:46.463] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:47:46.782] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:47:47.094] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:47:47.405] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:47:47.713] [mlr3] Finished benchmark
INFO [20:47:47.729] [bbotk] Result of batch 307:INFO [20:47:47.733] [bbotk]
INFO [20:47:47.734] [bbotk] Evaluating 1 configuration(s)
INFO [20:47:47.738] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:47:47.741] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:47:47.859] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:47:47.967] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:47:48.090] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:47:48.200] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:47:48.305] [mlr3] Finished benchmark
INFO [20:47:48.322] [bbotk] Result of batch 308:INFO [20:47:48.326] [bbotk]
INFO [20:47:48.327] [bbotk] Evaluating 1 configuration(s)
INFO [20:47:48.332] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:47:48.334] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:47:48.593] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:47:48.848] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:47:49.101] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:47:49.358] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:47:49.609] [mlr3] Finished benchmark
INFO [20:47:49.625] [bbotk] Result of batch 309:INFO [20:47:49.629] [bbotk]
INFO [20:47:49.630] [bbotk] Evaluating 1 configuration(s)
INFO [20:47:49.635] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:47:49.638] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:47:49.777] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:47:49.913] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:47:50.047] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:47:50.182] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:47:50.312] [mlr3] Finished benchmark
INFO [20:47:50.329] [bbotk] Result of batch 310:INFO [20:47:50.333] [bbotk]
INFO [20:47:50.334] [bbotk] Evaluating 1 configuration(s)
INFO [20:47:50.339] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:47:50.342] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:47:50.424] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:47:50.513] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:47:50.593] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:47:50.671] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:47:50.743] [mlr3] Finished benchmark
INFO [20:47:50.759] [bbotk] Result of batch 311:INFO [20:47:50.763] [bbotk]
INFO [20:47:50.765] [bbotk] Evaluating 1 configuration(s)
INFO [20:47:50.769] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:47:50.772] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:47:50.912] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:47:51.048] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:47:51.185] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:47:51.330] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:47:51.462] [mlr3] Finished benchmark
INFO [20:47:51.479] [bbotk] Result of batch 312:INFO [20:47:51.483] [bbotk]
INFO [20:47:51.484] [bbotk] Evaluating 1 configuration(s)
INFO [20:47:51.488] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:47:51.491] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:47:51.659] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:47:51.822] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:47:51.986] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:47:52.154] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:47:52.311] [mlr3] Finished benchmark
INFO [20:47:52.327] [bbotk] Result of batch 313:INFO [20:47:52.332] [bbotk]
INFO [20:47:52.333] [bbotk] Evaluating 1 configuration(s)
INFO [20:47:52.345] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:47:52.349] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:47:52.683] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:47:53.003] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:47:53.321] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:47:53.637] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:47:53.945] [mlr3] Finished benchmark
INFO [20:47:53.961] [bbotk] Result of batch 314:INFO [20:47:53.966] [bbotk]
INFO [20:47:53.967] [bbotk] Evaluating 1 configuration(s)
INFO [20:47:53.971] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:47:53.974] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:47:54.112] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:47:54.248] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:47:54.383] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:47:54.525] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:47:54.658] [mlr3] Finished benchmark
INFO [20:47:54.674] [bbotk] Result of batch 315:INFO [20:47:54.678] [bbotk]
INFO [20:47:54.679] [bbotk] Evaluating 1 configuration(s)
INFO [20:47:54.684] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:47:54.687] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:47:54.828] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:47:54.969] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:47:55.118] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:47:55.257] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:47:55.391] [mlr3] Finished benchmark
INFO [20:47:55.407] [bbotk] Result of batch 316:INFO [20:47:55.411] [bbotk]
INFO [20:47:55.412] [bbotk] Evaluating 1 configuration(s)
INFO [20:47:55.416] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:47:55.419] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:47:55.659] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:47:55.883] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:47:56.110] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:47:56.337] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:47:56.557] [mlr3] Finished benchmark
INFO [20:47:56.574] [bbotk] Result of batch 317:INFO [20:47:56.578] [bbotk]
INFO [20:47:56.579] [bbotk] Evaluating 1 configuration(s)
INFO [20:47:56.584] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:47:56.587] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:47:56.725] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:47:56.860] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:47:56.997] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:47:57.141] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:47:57.273] [mlr3] Finished benchmark
INFO [20:47:57.290] [bbotk] Result of batch 318:INFO [20:47:57.294] [bbotk]
INFO [20:47:57.295] [bbotk] Evaluating 1 configuration(s)
INFO [20:47:57.300] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:47:57.303] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:47:57.517] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:47:57.722] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:47:57.923] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:47:58.125] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:47:58.319] [mlr3] Finished benchmark
INFO [20:47:58.335] [bbotk] Result of batch 319:INFO [20:47:58.339] [bbotk]
INFO [20:47:58.340] [bbotk] Evaluating 1 configuration(s)
INFO [20:47:58.344] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:47:58.347] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:47:58.590] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:47:58.820] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:47:59.046] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:47:59.269] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:47:59.496] [mlr3] Finished benchmark
INFO [20:47:59.512] [bbotk] Result of batch 320:INFO [20:47:59.516] [bbotk]
INFO [20:47:59.517] [bbotk] Evaluating 1 configuration(s)
INFO [20:47:59.522] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:47:59.525] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:47:59.630] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:47:59.735] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:47:59.851] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:47:59.966] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:48:00.068] [mlr3] Finished benchmark
INFO [20:48:00.085] [bbotk] Result of batch 321:INFO [20:48:00.089] [bbotk]
INFO [20:48:00.090] [bbotk] Evaluating 1 configuration(s)
INFO [20:48:00.094] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:48:00.097] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:48:00.209] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:48:00.315] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:48:00.424] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:48:00.531] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:48:00.638] [mlr3] Finished benchmark
INFO [20:48:00.654] [bbotk] Result of batch 322:INFO [20:48:00.658] [bbotk]
INFO [20:48:00.659] [bbotk] Evaluating 1 configuration(s)
INFO [20:48:00.664] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:48:00.667] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:48:01.001] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:48:01.328] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:48:01.659] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:48:01.990] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:48:02.321] [mlr3] Finished benchmark
INFO [20:48:02.340] [bbotk] Result of batch 323:INFO [20:48:02.344] [bbotk]
INFO [20:48:02.346] [bbotk] Evaluating 1 configuration(s)
INFO [20:48:02.350] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:48:02.353] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:48:02.493] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:48:02.630] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:48:02.768] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:48:02.915] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:48:03.050] [mlr3] Finished benchmark
INFO [20:48:03.066] [bbotk] Result of batch 324:INFO [20:48:03.071] [bbotk]
INFO [20:48:03.072] [bbotk] Evaluating 1 configuration(s)
INFO [20:48:03.076] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:48:03.079] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:48:03.220] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:48:03.361] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:48:03.501] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:48:03.642] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:48:03.780] [mlr3] Finished benchmark
INFO [20:48:03.796] [bbotk] Result of batch 325:INFO [20:48:03.800] [bbotk]
INFO [20:48:03.802] [bbotk] Evaluating 1 configuration(s)
INFO [20:48:03.806] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:48:03.809] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:48:04.122] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:48:04.415] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:48:04.707] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:48:04.992] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:48:05.275] [mlr3] Finished benchmark
INFO [20:48:05.291] [bbotk] Result of batch 326:INFO [20:48:05.295] [bbotk]
INFO [20:48:05.296] [bbotk] Evaluating 1 configuration(s)
INFO [20:48:05.300] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:48:05.303] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:48:05.409] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:48:05.515] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:48:05.619] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:48:05.728] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:48:05.830] [mlr3] Finished benchmark
INFO [20:48:05.847] [bbotk] Result of batch 327:INFO [20:48:05.851] [bbotk]
INFO [20:48:05.853] [bbotk] Evaluating 1 configuration(s)
INFO [20:48:05.857] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:48:05.861] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:48:06.067] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:48:06.276] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:48:06.473] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:48:06.670] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:48:06.861] [mlr3] Finished benchmark
INFO [20:48:06.877] [bbotk] Result of batch 328:INFO [20:48:06.881] [bbotk]
INFO [20:48:06.882] [bbotk] Evaluating 1 configuration(s)
INFO [20:48:06.887] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:48:06.890] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:48:07.063] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:48:07.229] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:48:07.391] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:48:07.559] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:48:07.725] [mlr3] Finished benchmark
INFO [20:48:07.741] [bbotk] Result of batch 329:INFO [20:48:07.745] [bbotk]
INFO [20:48:07.746] [bbotk] Evaluating 1 configuration(s)
INFO [20:48:07.751] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:48:07.754] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:48:07.918] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:48:08.087] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:48:08.259] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:48:08.428] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:48:08.590] [mlr3] Finished benchmark
INFO [20:48:08.607] [bbotk] Result of batch 330:INFO [20:48:08.611] [bbotk]
INFO [20:48:08.612] [bbotk] Evaluating 1 configuration(s)
INFO [20:48:08.616] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:48:08.619] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:48:08.880] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:48:09.132] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:48:09.387] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:48:09.641] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:48:09.891] [mlr3] Finished benchmark
INFO [20:48:09.907] [bbotk] Result of batch 331:INFO [20:48:09.911] [bbotk]
INFO [20:48:09.912] [bbotk] Evaluating 1 configuration(s)
INFO [20:48:09.916] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:48:09.919] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:48:10.192] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:48:10.449] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:48:10.720] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:48:10.978] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:48:11.232] [mlr3] Finished benchmark
INFO [20:48:11.248] [bbotk] Result of batch 332:INFO [20:48:11.253] [bbotk]
INFO [20:48:11.254] [bbotk] Evaluating 1 configuration(s)
INFO [20:48:11.258] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:48:11.261] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:48:11.337] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:48:11.411] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:48:11.485] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:48:11.563] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:48:11.637] [mlr3] Finished benchmark
INFO [20:48:11.653] [bbotk] Result of batch 333:INFO [20:48:11.657] [bbotk]
INFO [20:48:11.658] [bbotk] Evaluating 1 configuration(s)
INFO [20:48:11.662] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:48:11.665] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:48:11.869] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:48:12.071] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:48:12.269] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:48:12.478] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:48:12.672] [mlr3] Finished benchmark
INFO [20:48:12.689] [bbotk] Result of batch 334:INFO [20:48:12.693] [bbotk]
INFO [20:48:12.694] [bbotk] Evaluating 1 configuration(s)
INFO [20:48:12.698] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:48:12.701] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:48:12.781] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:48:12.860] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:48:12.935] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:48:13.009] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:48:13.084] [mlr3] Finished benchmark
INFO [20:48:13.100] [bbotk] Result of batch 335:INFO [20:48:13.104] [bbotk]
INFO [20:48:13.105] [bbotk] Evaluating 1 configuration(s)
INFO [20:48:13.109] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:48:13.112] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:48:13.314] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:48:13.513] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:48:13.713] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:48:13.935] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:48:14.131] [mlr3] Finished benchmark
INFO [20:48:14.148] [bbotk] Result of batch 336:INFO [20:48:14.152] [bbotk]
INFO [20:48:14.153] [bbotk] Evaluating 1 configuration(s)
INFO [20:48:14.157] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:48:14.160] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:48:14.483] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:48:14.795] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:48:15.107] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:48:15.417] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:48:15.718] [mlr3] Finished benchmark
INFO [20:48:15.734] [bbotk] Result of batch 337:INFO [20:48:15.739] [bbotk]
INFO [20:48:15.740] [bbotk] Evaluating 1 configuration(s)
INFO [20:48:15.744] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:48:15.747] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:48:15.892] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:48:16.037] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:48:16.176] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:48:16.313] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:48:16.444] [mlr3] Finished benchmark
INFO [20:48:16.461] [bbotk] Result of batch 338:INFO [20:48:16.465] [bbotk]
INFO [20:48:16.466] [bbotk] Evaluating 1 configuration(s)
INFO [20:48:16.471] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:48:16.474] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:48:16.610] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:48:16.746] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:48:16.880] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:48:17.020] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:48:17.153] [mlr3] Finished benchmark
INFO [20:48:17.169] [bbotk] Result of batch 339:INFO [20:48:17.173] [bbotk]
INFO [20:48:17.175] [bbotk] Evaluating 1 configuration(s)
INFO [20:48:17.179] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:48:17.182] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:48:17.413] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:48:17.669] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:48:17.905] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:48:18.129] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:48:18.353] [mlr3] Finished benchmark
INFO [20:48:18.369] [bbotk] Result of batch 340:INFO [20:48:18.374] [bbotk]
INFO [20:48:18.375] [bbotk] Evaluating 1 configuration(s)
INFO [20:48:18.379] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:48:18.382] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:48:18.614] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:48:18.845] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:48:19.070] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:48:19.296] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:48:19.516] [mlr3] Finished benchmark
INFO [20:48:19.532] [bbotk] Result of batch 341:INFO [20:48:19.536] [bbotk]
INFO [20:48:19.538] [bbotk] Evaluating 1 configuration(s)
INFO [20:48:19.542] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:48:19.545] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:48:19.652] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:48:19.760] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:48:19.867] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:48:19.970] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:48:20.069] [mlr3] Finished benchmark
INFO [20:48:20.086] [bbotk] Result of batch 342:INFO [20:48:20.090] [bbotk]
INFO [20:48:20.092] [bbotk] Evaluating 1 configuration(s)
INFO [20:48:20.096] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:48:20.099] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:48:20.368] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:48:20.625] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:48:20.882] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:48:21.146] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:48:21.395] [mlr3] Finished benchmark
INFO [20:48:21.411] [bbotk] Result of batch 343:INFO [20:48:21.415] [bbotk]
INFO [20:48:21.417] [bbotk] Evaluating 1 configuration(s)
INFO [20:48:21.421] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:48:21.424] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:48:21.592] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:48:21.757] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:48:21.923] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:48:22.088] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:48:22.249] [mlr3] Finished benchmark
INFO [20:48:22.265] [bbotk] Result of batch 344:INFO [20:48:22.270] [bbotk]
INFO [20:48:22.271] [bbotk] Evaluating 1 configuration(s)
INFO [20:48:22.275] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:48:22.278] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:48:22.421] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:48:22.556] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:48:22.688] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:48:22.823] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:48:22.952] [mlr3] Finished benchmark
INFO [20:48:22.980] [bbotk] Result of batch 345:INFO [20:48:22.985] [bbotk]
INFO [20:48:22.987] [bbotk] Evaluating 1 configuration(s)
INFO [20:48:22.994] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:48:22.998] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:48:23.077] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:48:23.162] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:48:23.242] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:48:23.319] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:48:23.394] [mlr3] Finished benchmark
INFO [20:48:23.410] [bbotk] Result of batch 346:INFO [20:48:23.414] [bbotk]
INFO [20:48:23.415] [bbotk] Evaluating 1 configuration(s)
INFO [20:48:23.419] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:48:23.422] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:48:23.739] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:48:24.055] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:48:24.371] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:48:24.684] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:48:24.999] [mlr3] Finished benchmark
INFO [20:48:25.016] [bbotk] Result of batch 347:INFO [20:48:25.020] [bbotk]
INFO [20:48:25.022] [bbotk] Evaluating 1 configuration(s)
INFO [20:48:25.026] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:48:25.029] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:48:25.291] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:48:25.549] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:48:25.801] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:48:26.067] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:48:26.324] [mlr3] Finished benchmark
INFO [20:48:26.342] [bbotk] Result of batch 348:INFO [20:48:26.347] [bbotk]
INFO [20:48:26.348] [bbotk] Evaluating 1 configuration(s)
INFO [20:48:26.352] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:48:26.355] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:48:26.661] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:48:26.945] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:48:27.236] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:48:27.526] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:48:27.804] [mlr3] Finished benchmark
INFO [20:48:27.820] [bbotk] Result of batch 349:INFO [20:48:27.824] [bbotk]
INFO [20:48:27.825] [bbotk] Evaluating 1 configuration(s)
INFO [20:48:27.829] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:48:27.832] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:48:28.099] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:48:28.358] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:48:28.634] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:48:28.890] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:48:29.142] [mlr3] Finished benchmark
INFO [20:48:29.184] [bbotk] Result of batch 350:INFO [20:48:29.190] [bbotk]
INFO [20:48:29.192] [bbotk] Evaluating 1 configuration(s)
INFO [20:48:29.199] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:48:29.204] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:48:29.401] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:48:29.591] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:48:29.781] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:48:29.969] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:48:30.153] [mlr3] Finished benchmark
INFO [20:48:30.169] [bbotk] Result of batch 351:INFO [20:48:30.173] [bbotk]
INFO [20:48:30.174] [bbotk] Evaluating 1 configuration(s)
INFO [20:48:30.178] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:48:30.181] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:48:30.378] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:48:30.571] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:48:30.765] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:48:30.957] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:48:31.143] [mlr3] Finished benchmark
INFO [20:48:31.159] [bbotk] Result of batch 352:INFO [20:48:31.163] [bbotk]
INFO [20:48:31.165] [bbotk] Evaluating 1 configuration(s)
INFO [20:48:31.169] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:48:31.172] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:48:31.496] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:48:31.808] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:48:32.116] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:48:32.436] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:48:32.741] [mlr3] Finished benchmark
INFO [20:48:32.760] [bbotk] Result of batch 353:INFO [20:48:32.764] [bbotk]
INFO [20:48:32.766] [bbotk] Evaluating 1 configuration(s)
INFO [20:48:32.770] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:48:32.773] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:48:33.007] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:48:33.228] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:48:33.460] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:48:33.685] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:48:33.900] [mlr3] Finished benchmark
INFO [20:48:33.916] [bbotk] Result of batch 354:INFO [20:48:33.920] [bbotk]
INFO [20:48:33.921] [bbotk] Evaluating 1 configuration(s)
INFO [20:48:33.925] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:48:33.928] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:48:34.001] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:48:34.072] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:48:34.144] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:48:34.217] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:48:34.288] [mlr3] Finished benchmark
INFO [20:48:34.304] [bbotk] Result of batch 355:INFO [20:48:34.308] [bbotk]
INFO [20:48:34.309] [bbotk] Evaluating 1 configuration(s)
INFO [20:48:34.314] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:48:34.317] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:48:34.517] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:48:34.705] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:48:34.903] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:48:35.099] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:48:35.285] [mlr3] Finished benchmark
INFO [20:48:35.301] [bbotk] Result of batch 356:INFO [20:48:35.305] [bbotk]
INFO [20:48:35.306] [bbotk] Evaluating 1 configuration(s)
INFO [20:48:35.311] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:48:35.314] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:48:35.484] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:48:35.641] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:48:35.801] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:48:35.960] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:48:36.114] [mlr3] Finished benchmark
INFO [20:48:36.130] [bbotk] Result of batch 357:INFO [20:48:36.134] [bbotk]
INFO [20:48:36.135] [bbotk] Evaluating 1 configuration(s)
INFO [20:48:36.139] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:48:36.142] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:48:36.365] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:48:36.583] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:48:36.799] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:48:37.018] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:48:37.230] [mlr3] Finished benchmark
INFO [20:48:37.246] [bbotk] Result of batch 358:INFO [20:48:37.250] [bbotk]
INFO [20:48:37.251] [bbotk] Evaluating 1 configuration(s)
INFO [20:48:37.256] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:48:37.259] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:48:37.470] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:48:37.660] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:48:37.849] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:48:38.038] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:48:38.223] [mlr3] Finished benchmark
INFO [20:48:38.239] [bbotk] Result of batch 359:INFO [20:48:38.243] [bbotk]
INFO [20:48:38.244] [bbotk] Evaluating 1 configuration(s)
INFO [20:48:38.248] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:48:38.251] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:48:38.565] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:48:38.867] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:48:39.166] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:48:39.476] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:48:39.769] [mlr3] Finished benchmark
INFO [20:48:39.785] [bbotk] Result of batch 360:INFO [20:48:39.789] [bbotk]
INFO [20:48:39.790] [bbotk] Evaluating 1 configuration(s)
INFO [20:48:39.794] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:48:39.797] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:48:39.961] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:48:40.121] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:48:40.282] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:48:40.470] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:48:40.633] [mlr3] Finished benchmark
INFO [20:48:40.650] [bbotk] Result of batch 361:INFO [20:48:40.655] [bbotk]
INFO [20:48:40.656] [bbotk] Evaluating 1 configuration(s)
INFO [20:48:40.660] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:48:40.663] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:48:40.885] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:48:41.097] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:48:41.315] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:48:41.536] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:48:41.746] [mlr3] Finished benchmark
INFO [20:48:41.762] [bbotk] Result of batch 362:INFO [20:48:41.766] [bbotk]
INFO [20:48:41.767] [bbotk] Evaluating 1 configuration(s)
INFO [20:48:41.771] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:48:41.774] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:48:41.908] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:48:42.039] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:48:42.170] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:48:42.301] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:48:42.446] [mlr3] Finished benchmark
INFO [20:48:42.462] [bbotk] Result of batch 363:INFO [20:48:42.466] [bbotk]
INFO [20:48:42.467] [bbotk] Evaluating 1 configuration(s)
INFO [20:48:42.471] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:48:42.474] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:48:42.638] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:48:42.814] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:48:42.985] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:48:43.152] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:48:43.312] [mlr3] Finished benchmark
INFO [20:48:43.329] [bbotk] Result of batch 364:INFO [20:48:43.333] [bbotk]
INFO [20:48:43.334] [bbotk] Evaluating 1 configuration(s)
INFO [20:48:43.338] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:48:43.341] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:48:43.475] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:48:43.605] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:48:43.738] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:48:43.867] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:48:43.993] [mlr3] Finished benchmark
INFO [20:48:44.009] [bbotk] Result of batch 365:INFO [20:48:44.013] [bbotk]
INFO [20:48:44.014] [bbotk] Evaluating 1 configuration(s)
INFO [20:48:44.018] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:48:44.021] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:48:44.271] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:48:44.530] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:48:44.778] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:48:45.033] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:48:45.277] [mlr3] Finished benchmark
INFO [20:48:45.295] [bbotk] Result of batch 366:INFO [20:48:45.300] [bbotk]
INFO [20:48:45.301] [bbotk] Evaluating 1 configuration(s)
INFO [20:48:45.305] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:48:45.309] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:48:45.571] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:48:45.825] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:48:46.073] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:48:46.331] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:48:46.580] [mlr3] Finished benchmark
INFO [20:48:46.596] [bbotk] Result of batch 367:INFO [20:48:46.600] [bbotk]
INFO [20:48:46.601] [bbotk] Evaluating 1 configuration(s)
INFO [20:48:46.605] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:48:46.608] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:48:46.798] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:48:46.988] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:48:47.178] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:48:47.380] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:48:47.566] [mlr3] Finished benchmark
INFO [20:48:47.594] [bbotk] Result of batch 368:INFO [20:48:47.599] [bbotk]
INFO [20:48:47.601] [bbotk] Evaluating 1 configuration(s)
INFO [20:48:47.607] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:48:47.610] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:48:47.931] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:48:48.242] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:48:48.556] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:48:48.862] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:48:49.164] [mlr3] Finished benchmark
INFO [20:48:49.179] [bbotk] Result of batch 369:INFO [20:48:49.183] [bbotk]
INFO [20:48:49.185] [bbotk] Evaluating 1 configuration(s)
INFO [20:48:49.189] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:48:49.192] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:48:49.264] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:48:49.344] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:48:49.422] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:48:49.500] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:48:49.572] [mlr3] Finished benchmark
INFO [20:48:49.588] [bbotk] Result of batch 370:INFO [20:48:49.592] [bbotk]
INFO [20:48:49.594] [bbotk] Evaluating 1 configuration(s)
INFO [20:48:49.598] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:48:49.601] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:48:49.927] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:48:50.231] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:48:50.542] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:48:50.853] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:48:51.153] [mlr3] Finished benchmark
INFO [20:48:51.169] [bbotk] Result of batch 371:INFO [20:48:51.173] [bbotk]
INFO [20:48:51.174] [bbotk] Evaluating 1 configuration(s)
INFO [20:48:51.178] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:48:51.181] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:48:51.284] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:48:51.392] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:48:51.499] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:48:51.605] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:48:51.704] [mlr3] Finished benchmark
INFO [20:48:51.720] [bbotk] Result of batch 372:INFO [20:48:51.724] [bbotk]
INFO [20:48:51.726] [bbotk] Evaluating 1 configuration(s)
INFO [20:48:51.730] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:48:51.733] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:48:51.806] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:48:51.889] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:48:51.965] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:48:52.039] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:48:52.110] [mlr3] Finished benchmark
INFO [20:48:52.126] [bbotk] Result of batch 373:INFO [20:48:52.130] [bbotk]
INFO [20:48:52.132] [bbotk] Evaluating 1 configuration(s)
INFO [20:48:52.136] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:48:52.139] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:48:52.210] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:48:52.282] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:48:52.357] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:48:52.429] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:48:52.497] [mlr3] Finished benchmark
INFO [20:48:52.513] [bbotk] Result of batch 374:INFO [20:48:52.517] [bbotk]
INFO [20:48:52.519] [bbotk] Evaluating 1 configuration(s)
INFO [20:48:52.523] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:48:52.526] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:48:52.629] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:48:52.729] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:48:52.831] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:48:52.933] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:48:53.041] [mlr3] Finished benchmark
INFO [20:48:53.063] [bbotk] Result of batch 375:INFO [20:48:53.068] [bbotk]
INFO [20:48:53.069] [bbotk] Evaluating 1 configuration(s)
INFO [20:48:53.073] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:48:53.076] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:48:53.266] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:48:53.465] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:48:53.656] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:48:53.842] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:48:54.024] [mlr3] Finished benchmark
INFO [20:48:54.040] [bbotk] Result of batch 376:INFO [20:48:54.044] [bbotk]
INFO [20:48:54.045] [bbotk] Evaluating 1 configuration(s)
INFO [20:48:54.049] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:48:54.052] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:48:54.271] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:48:54.506] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:48:54.726] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:48:54.946] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:48:55.156] [mlr3] Finished benchmark
INFO [20:48:55.186] [bbotk] Result of batch 377:INFO [20:48:55.191] [bbotk]
INFO [20:48:55.193] [bbotk] Evaluating 1 configuration(s)
INFO [20:48:55.198] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:48:55.201] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:48:55.465] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:48:55.717] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:48:55.969] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:48:56.221] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:48:56.473] [mlr3] Finished benchmark
INFO [20:48:56.489] [bbotk] Result of batch 378:INFO [20:48:56.493] [bbotk]
INFO [20:48:56.494] [bbotk] Evaluating 1 configuration(s)
INFO [20:48:56.498] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:48:56.501] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:48:56.604] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:48:56.705] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:48:56.806] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:48:56.908] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:48:57.006] [mlr3] Finished benchmark
INFO [20:48:57.031] [bbotk] Result of batch 379:INFO [20:48:57.036] [bbotk]
INFO [20:48:57.038] [bbotk] Evaluating 1 configuration(s)
INFO [20:48:57.044] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:48:57.048] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:48:57.274] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:48:57.500] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:48:57.719] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:48:57.936] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:48:58.150] [mlr3] Finished benchmark
INFO [20:48:58.165] [bbotk] Result of batch 380:INFO [20:48:58.169] [bbotk]
INFO [20:48:58.171] [bbotk] Evaluating 1 configuration(s)
INFO [20:48:58.175] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:48:58.178] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:48:58.464] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:48:58.741] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:48:59.015] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:48:59.290] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:48:59.584] [mlr3] Finished benchmark
INFO [20:48:59.607] [bbotk] Result of batch 381:INFO [20:48:59.612] [bbotk]
INFO [20:48:59.613] [bbotk] Evaluating 1 configuration(s)
INFO [20:48:59.617] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:48:59.621] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:48:59.844] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:49:00.064] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:49:00.283] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:49:00.507] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:49:00.717] [mlr3] Finished benchmark
INFO [20:49:00.733] [bbotk] Result of batch 382:INFO [20:49:00.737] [bbotk]
INFO [20:49:00.738] [bbotk] Evaluating 1 configuration(s)
INFO [20:49:00.742] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:49:00.745] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:49:00.818] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:49:00.890] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:49:00.963] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:49:01.034] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:49:01.105] [mlr3] Finished benchmark
INFO [20:49:01.121] [bbotk] Result of batch 383:INFO [20:49:01.126] [bbotk]
INFO [20:49:01.127] [bbotk] Evaluating 1 configuration(s)
INFO [20:49:01.140] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:49:01.144] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:49:01.339] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:49:01.543] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:49:01.733] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:49:01.923] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:49:02.104] [mlr3] Finished benchmark
INFO [20:49:02.120] [bbotk] Result of batch 384:INFO [20:49:02.124] [bbotk]
INFO [20:49:02.125] [bbotk] Evaluating 1 configuration(s)
INFO [20:49:02.129] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:49:02.132] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:49:02.393] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:49:02.657] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:49:02.911] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:49:03.161] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:49:03.421] [mlr3] Finished benchmark
INFO [20:49:03.443] [bbotk] Result of batch 385:INFO [20:49:03.448] [bbotk]
INFO [20:49:03.449] [bbotk] Evaluating 1 configuration(s)
INFO [20:49:03.453] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:49:03.456] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:49:03.752] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:49:04.041] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:49:04.327] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:49:04.624] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:49:04.906] [mlr3] Finished benchmark
INFO [20:49:04.922] [bbotk] Result of batch 386:INFO [20:49:04.926] [bbotk]
INFO [20:49:04.928] [bbotk] Evaluating 1 configuration(s)
INFO [20:49:04.932] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:49:04.935] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:49:05.225] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:49:05.517] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:49:05.811] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:49:06.097] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:49:06.382] [mlr3] Finished benchmark
INFO [20:49:06.399] [bbotk] Result of batch 387:INFO [20:49:06.403] [bbotk]
INFO [20:49:06.404] [bbotk] Evaluating 1 configuration(s)
INFO [20:49:06.409] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:49:06.412] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:49:06.498] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:49:06.578] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:49:06.658] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:49:06.737] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:49:06.818] [mlr3] Finished benchmark
INFO [20:49:06.837] [bbotk] Result of batch 388:INFO [20:49:06.841] [bbotk]
INFO [20:49:06.842] [bbotk] Evaluating 1 configuration(s)
INFO [20:49:06.846] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:49:06.849] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:49:07.025] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:49:07.438] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:49:07.610] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:49:07.784] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:49:07.957] [mlr3] Finished benchmark
INFO [20:49:07.974] [bbotk] Result of batch 389:INFO [20:49:07.979] [bbotk]
INFO [20:49:07.980] [bbotk] Evaluating 1 configuration(s)
INFO [20:49:07.984] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:49:07.987] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:49:08.169] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:49:08.341] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:49:08.509] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:49:08.680] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:49:08.845] [mlr3] Finished benchmark
INFO [20:49:08.862] [bbotk] Result of batch 390:INFO [20:49:08.867] [bbotk]
INFO [20:49:08.868] [bbotk] Evaluating 1 configuration(s)
INFO [20:49:08.872] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:49:08.875] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:49:09.170] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:49:09.463] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:49:09.753] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:49:10.040] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:49:10.312] [mlr3] Finished benchmark
INFO [20:49:10.329] [bbotk] Result of batch 391:INFO [20:49:10.333] [bbotk]
INFO [20:49:10.334] [bbotk] Evaluating 1 configuration(s)
INFO [20:49:10.338] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:49:10.341] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:49:10.509] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:49:10.679] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:49:10.855] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:49:11.020] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:49:11.182] [mlr3] Finished benchmark
INFO [20:49:11.200] [bbotk] Result of batch 392:INFO [20:49:11.204] [bbotk]
INFO [20:49:11.205] [bbotk] Evaluating 1 configuration(s)
INFO [20:49:11.210] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:49:11.213] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:49:11.417] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:49:11.613] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:49:11.810] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:49:12.016] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:49:12.219] [mlr3] Finished benchmark
INFO [20:49:12.236] [bbotk] Result of batch 393:INFO [20:49:12.240] [bbotk]
INFO [20:49:12.242] [bbotk] Evaluating 1 configuration(s)
INFO [20:49:12.246] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:49:12.249] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:49:12.358] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:49:12.467] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:49:12.575] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:49:12.684] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:49:12.792] [mlr3] Finished benchmark
INFO [20:49:12.809] [bbotk] Result of batch 394:INFO [20:49:12.813] [bbotk]
INFO [20:49:12.814] [bbotk] Evaluating 1 configuration(s)
INFO [20:49:12.819] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:49:12.821] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:49:13.089] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:49:13.350] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:49:13.613] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:49:13.872] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:49:14.126] [mlr3] Finished benchmark
INFO [20:49:14.144] [bbotk] Result of batch 395:INFO [20:49:14.148] [bbotk]
INFO [20:49:14.149] [bbotk] Evaluating 1 configuration(s)
INFO [20:49:14.154] [mlr3] Running benchmark with 5 resampling iterations
INFO [20:49:14.157] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:49:14.500] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:49:14.836] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:49:15.166] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:49:15.501] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)
INFO [20:49:15.834] [mlr3] Finished benchmark
INFO [20:49:15.851] [bbotk] Result of batch 396:INFO [20:49:15.855] [bbotk]
INFO [20:49:15.858] [bbotk] Finished optimizing after 396 evaluation(s)
INFO [20:49:15.859] [bbotk] Result:INFO [20:49:15.862] [bbotk]result<-as.data.table(instance$archive,
measures = msrs(c("classif.fpr", "classif.fnr")))[ ,
.(num.trees,mtry,alpha,classif.ce, classif.fpr, classif.fnr)]%>%
arrange(classif.ce)
result#autoplot(instance, type = "surface")
#plot(result$alpha,result$classif.fpr)
lrn_ranger_tuned = lrn("classif.ranger")
lrn_ranger_tuned$param_set$values = instance$result_learner_param_vals
lrn_ranger_tuned$train(loan_task)$modelRanger result
Call:
ranger::ranger(dependent.variable.name = task$target_names, data = task$data(), probability = self$predict_type == "prob", case.weights = task$weights$weight, num.threads = 1L, num.trees = 300L, mtry = 5L, alpha = 0.7)
Type: Classification
Number of trees: 300
Sample size: 5000
Number of independent variables: 12
Mtry: 5
Target node size: 1
Variable importance mode: none
Splitrule: gini
OOB prediction error: 1.20 % set.seed(123)
splits = partition(loan_task)
lrn_ranger = lrn("classif.ranger", predict_type = "prob", mtry=5,num.trees=300,alpha=0.7,num.threads=1)
lrn_ranger$train(loan_task, splits$train)
prediction = lrn_ranger$predict(loan_task, splits$test)
prediction<PredictionClassif> for 1650 observations:Performance Report
prediction$confusion truth
response 1 0
1 144 10
0 14 1482autoplot(prediction)
prediction$score(msr("classif.acc"))classif.acc
0.9854545 prediction$score(msr("classif.auc"))classif.auc
0.9970772 prediction$score(msr("classif.ce"))classif.ce
0.01454545 prediction$score(msr("classif.fnr"))classif.fnr
0.08860759 prediction$score(msr("classif.fpr"))classif.fpr
0.006702413 autoplot(prediction, type = "roc")
autoplot(prediction, type = "prc")
autoplot(prediction, type = "threshold", measure = msr("classif.fnr"))
autoplot(prediction, type = "threshold", measure = msr("classif.acc"))
set.seed(123)
rr = resample(
task = loan_task,
learner = lrn("classif.ranger", predict_type = "prob", mtry=5,num.trees=300,alpha=0.7,num.threads=1),
resampling = rsmp("cv", folds = 5)
)INFO [20:49:21.024] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 1/5)
INFO [20:49:21.248] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 2/5)
INFO [20:49:21.469] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 3/5)
INFO [20:49:21.689] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 4/5)
INFO [20:49:21.907] [mlr3] Applying learner 'classif.ranger' on task 'Bank_Loan' (iter 5/5)autoplot(rr, type = "roc")
autoplot(rr, type = "prc")
autoplot(prediction, type = "threshold", measure = msr("classif.fnr"))
autoplot(prediction, type = "threshold", measure = msr("classif.acc"))
knitr::purl(input = "summative_classsification.Rmd", output = "report.R")Warning: cannot open file 'summative_classsification.Rmd': No such file or directoryError in file(con, "r") : cannot open the connectionAdd a new chunk by clicking the Insert Chunk button on the toolbar or by pressing Cmd+Option+I.
When you save the notebook, an HTML file containing the code and output will be saved alongside it (click the Preview button or press Cmd+Shift+K to preview the HTML file).
The preview shows you a rendered HTML copy of the contents of the editor. Consequently, unlike Knit, Preview does not run any R code chunks. Instead, the output of the chunk when it was last run in the editor is displayed
Citing MLR3
@Article{mlr3, title = {{mlr3}: A modern object-oriented machine learning framework in {R}}, author = {Michel Lang and Martin Binder and Jakob Richter and Patrick Schratz and Florian Pfisterer and Stefan Coors and Quay Au and Giuseppe Casalicchio and Lars Kotthoff and Bernd Bischl}, journal = {Journal of Open Source Software}, year = {2019}, month = {dec}, doi = {10.21105/joss.01903}, url = {https://joss.theoj.org/papers/10.21105/joss.01903}, }
---
title: "Classification Summative:Prediction of Bank Personal Loan Upsell"
author: Amber Chang
output:
  html_document:
    df_print: paged
---

This is an [R Markdown](http://rmarkdown.rstudio.com) Notebook. When you execute code within the notebook, the results appear beneath the code.

Try executing this chunk by clicking the *Run* button within the chunk or by placing your cursor inside it and pressing *Cmd+Shift+Enter*.

### EDA

```{r}
banks <- readr::read_csv("bank_personal_loan.csv")
```

```{r}
#View(banks)
library(corrplot)

correlation_matrix <- cor(banks)

# Print correlation matrix
corrplot(correlation_matrix, method = "color", 
         type = "upper", order = "hclust", 
         tl.col = "black", tl.srt = 45)
```

```{r}

library("GGally")
library("dplyr")
banks$Personal.Loan <- as.factor(banks$Personal.Loan)
ggpairs(banks |> 
          select( Personal.Loan, Family,CCAvg,Mortgage,Income, Education,CD.Account),
        aes(color = Personal.Loan)
        )
```

```{r}
library("skimr")
skimr::skim(banks)
```

```{r}
banks$Personal.Loan <- as.factor(banks$Personal.Loan)
banks$CreditCard <- as.factor(banks$CreditCard)
banks$Online <- as.factor(banks$Online)
banks$CD.Account <- as.factor(banks$CD.Account)
banks$Securities.Account <- as.factor(banks$Securities.Account)
#banks$ZIP.Code <- as.factor(banks$ZIP.Code)
#banks$Family <- as.factor(banks$Family)
#banks$Education <- as.factor(banks$Education)
```

```{r}

```

```{r}
DataExplorer::plot_bar(banks,ncol=3)
```

```{r}
DataExplorer::plot_histogram(banks,ncol=3)
```

```{r}
DataExplorer::plot_boxplot(banks, by="Personal.Loan",ncol=3)
```

```{r}

```

```{r}
library("data.table")
library("mlr3verse")
```

###Task and Resampling

```{r}
set.seed(212) # set seed for reproducibility
loan_task <- TaskClassif$new(id = "Bank_Loan",
                               backend = banks, # <- NB: no na.omit() this time
                               target = "Personal.Loan",
                               positive = "1")
```

```{r}
cv5 <- rsmp("cv", folds = 5)
cv5$instantiate(loan_task)
```

```{r}
lrn_baseline <- lrn("classif.featureless", predict_type = "prob")
lrn_cart <- lrn("classif.rpart", predict_type = "prob")
lrn_svm   <- lrn("classif.svm", predict_type = "prob")
pl_svm <- po("encode") %>>%
  po(lrn_svm)
lrn_qda  <- lrn("classif.qda", predict_type = "prob")
```

```{r}
res <- benchmark(data.table(
  task       = list(loan_task),
  learner    = list(lrn_baseline,
                    lrn_cart,
                    pl_svm,
                    lrn_qda
                    #lrn_ranger,
                    #lrn_xgboost
                    ),
  resampling = list(cv5)
), store_models = TRUE)                       
```

### Model Fitting

```{r}
res
res$aggregate(list(msr("classif.ce"),
                   msr("classif.acc"),
                   msr("classif.auc"),
                   msr("classif.fpr"),
                   msr("classif.fnr")))
```

```{r}
# eg get the trees (2nd model fitted), by asking for second set of resample
# results
trees <- res$resample_result(2)

# Then, let's look at the tree from first CV iteration, for example:
tree1 <- trees$learners[[1]]

# This is a fitted rpart object, so we can look at the model within
tree1_rpart <- tree1$model

# If you look in the rpart package documentation, it tells us how to plot the
# tree that was fitted
plot(tree1_rpart, compress = TRUE, margin = 0.1)
text(tree1_rpart, use.n = TRUE, cex = 0.7)
```

```{r}
i=3
plot(res$resample_result(2)$learners[[i]]$model, compress = TRUE, margin = 0.1)
text(res$resample_result(2)$learners[[i]]$model, use.n = TRUE, cex = 0.8)
```

```{r}
# Enable cross validation
lrn_cart_cv <- lrn("classif.rpart", predict_type = "prob", xval = 10)

res_cart_cv <- resample(loan_task, lrn_cart_cv, cv5, store_models = TRUE)
```

```{r}
i=5
rpart::plotcp(res_cart_cv$learners[[i]]$model)


```

```{r}
lrn_cart_cp <- lrn("classif.rpart", predict_type = "prob", cp = 0.011)

res <- benchmark(data.table(
  task       = list(loan_task),
  learner    = list(lrn_baseline,
                    lrn_cart,
                    lrn_cart_cp),
  resampling = list(cv5)
), store_models = TRUE)
```

```{r}
res$aggregate(list(msr("classif.ce"),
                   msr("classif.acc"),
                   msr("classif.auc"),
                   msr("classif.fpr"),
                   msr("classif.fnr")))
```

```{r}
# Create a pipeline which encodes and then fits an XGBoost model
lrn_xgboost <- lrn("classif.xgboost", predict_type = "prob")
pl_xgb <- po("encode") %>>%
  po(lrn_xgboost)

lrn_svm <- lrn("classif.svm", predict_type = "prob")
pl_svm <- po("encode") %>>%
  po(lrn_svm)

lrn_ranger <- lrn("classif.ranger", predict_type = "prob")
pl_ranger <- po("encode") %>>%
  po(lrn_ranger)

# Now fit as normal ... we can just add it to our benchmark set
res <- benchmark(data.table(
  task       = list(loan_task),
  learner    = list(lrn_baseline,
                    pl_svm,
                    lrn_cart,
                    lrn_cart_cp,
                    pl_xgb,
                    pl_ranger
                    ),
  resampling = list(cv5)
), store_models = TRUE)

res$aggregate(list(msr("classif.ce"),
                   msr("classif.acc"),
                   msr("classif.auc"),
                   msr("classif.fpr"),
                   msr("classif.fnr")))
```

.

```{r}

```

### Hyperparameter Tuning

```{r}
as.data.table(lrn("classif.ranger")$param_set)[,
  .(id, class, lower, upper, nlevels)]


```

```{r}
set.seed(123)

tuner=tnr("grid_search")
num_trees_range <- seq(from = 100, to = 500, by = 50)
alpha_range <- seq(from = 0, to = 1, by = 0.1)
learner= lrn("classif.ranger",
             
    num.trees = to_tune(num_trees_range),  # Number of trees to tune
    mtry = to_tune(4,7),        # Number of variables randomly sampled at each split
    #min.node.size = to_tune(2, 10), # Minimum node size for a split
    #splitrule = to_tune("gini"), # Splitting rule
    alpha = to_tune(alpha_range)
    #verbose=,
)
instance = ti(
  task = loan_task,
  learner,
  resampling = rsmp("cv", folds = 5),  # 3-fold cross-validation
  measures = msr("classif.ce"),       # Classification error
  terminator = trm("none")           # No early stopping
  
  )
tuner$optimize(instance)

```

```{r}
result<-as.data.table(instance$archive,
  measures = msrs(c("classif.fpr", "classif.fnr")))[ ,
  .(num.trees,mtry,alpha,classif.ce, classif.fpr, classif.fnr)]%>%
  arrange(classif.ce)
result
```

```{r}
#autoplot(instance, type = "surface")
#plot(result$alpha,result$classif.fpr)

lrn_ranger_tuned = lrn("classif.ranger")
lrn_ranger_tuned$param_set$values = instance$result_learner_param_vals

lrn_ranger_tuned$train(loan_task)$model
```

```{r}
set.seed(123)
splits = partition(loan_task)

lrn_ranger = lrn("classif.ranger", predict_type = "prob", mtry=5,num.trees=300,alpha=0.7,num.threads=1)
lrn_ranger$train(loan_task, splits$train)
prediction = lrn_ranger$predict(loan_task, splits$test)
prediction

```

### Performance Report

```{r}

prediction$confusion
autoplot(prediction)
prediction$score(msr("classif.acc"))
prediction$score(msr("classif.auc"))
prediction$score(msr("classif.ce"))
prediction$score(msr("classif.fnr"))
prediction$score(msr("classif.fpr"))
autoplot(prediction, type = "roc")
autoplot(prediction, type = "prc")
autoplot(prediction, type = "threshold", measure = msr("classif.fnr"))
autoplot(prediction, type = "threshold", measure = msr("classif.acc"))
```

```{r}
set.seed(123)
rr = resample(
  task = loan_task,
  learner = lrn("classif.ranger", predict_type = "prob", mtry=5,num.trees=300,alpha=0.7,num.threads=1),
  resampling = rsmp("cv", folds = 5)
)
autoplot(rr, type = "roc")
autoplot(rr, type = "prc")
autoplot(prediction, type = "threshold", measure = msr("classif.fnr"))
autoplot(prediction, type = "threshold", measure = msr("classif.acc"))
```

```{r}
knitr::purl(input = "summative_classsification.Rmd", output = "report.R")
```

Add a new chunk by clicking the *Insert Chunk* button on the toolbar or by pressing *Cmd+Option+I*.

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The preview shows you a rendered HTML copy of the contents of the editor. Consequently, unlike *Knit*, *Preview* does not run any R code chunks. Instead, the output of the chunk when it was last run in the editor is displayed

### Citing MLR3

@Article{mlr3, title = {{mlr3}: A modern object-oriented machine learning framework in {R}}, author = {Michel Lang and Martin Binder and Jakob Richter and Patrick Schratz and Florian Pfisterer and Stefan Coors and Quay Au and Giuseppe Casalicchio and Lars Kotthoff and Bernd Bischl}, journal = {Journal of Open Source Software}, year = {2019}, month = {dec}, doi = {10.21105/joss.01903}, url = {<https://joss.theoj.org/papers/10.21105/joss.01903>}, }
